Overview

Brought to you by YData

Dataset statistics

Number of variables	46
Number of observations	43013
Missing cells	241788
Missing cells (%)	12.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	77.1 MiB
Average record size in memory	1.8 KiB

Variable types

Text	10
Categorical	18
Numeric	12
DateTime	2
URL	1
Unsupported	2
Boolean	1

Alerts

`chimenea` has constant value "0.0"	Constant
`permite_mascotas` has constant value "0.0"	Constant
`salon_comunal` has constant value "0.0"	Constant
`administracion` is highly overall correlated with `area` and 6 other fields	High correlation
`antiguedad` is highly overall correlated with `estado`	High correlation
`area` is highly overall correlated with `administracion` and 6 other fields	High correlation
`banos` is highly overall correlated with `administracion` and 6 other fields	High correlation
`distancia_estacion_tm_m` is highly overall correlated with `is_cerca_estacion_tm`	High correlation
`distancia_parque_m` is highly overall correlated with `is_cerca_parque`	High correlation
`estado` is highly overall correlated with `administracion` and 5 other fields	High correlation
`estrato` is highly overall correlated with `administracion` and 6 other fields	High correlation
`habitaciones` is highly overall correlated with `area` and 1 other fields	High correlation
`is_cerca_estacion_tm` is highly overall correlated with `distancia_estacion_tm_m`	High correlation
`is_cerca_parque` is highly overall correlated with `distancia_parque_m`	High correlation
`latitud` is highly overall correlated with `localidad`	High correlation
`localidad` is highly overall correlated with `latitud` and 1 other fields	High correlation
`longitud` is highly overall correlated with `estrato` and 1 other fields	High correlation
`parqueaderos` is highly overall correlated with `administracion` and 5 other fields	High correlation
`precio_arriendo` is highly overall correlated with `administracion` and 9 other fields	High correlation
`precio_venta` is highly overall correlated with `administracion` and 5 other fields	High correlation
`terraza` is highly overall correlated with `estado` and 1 other fields	High correlation
`tipo_propiedad` is highly overall correlated with `estado` and 1 other fields	High correlation
`website` is highly overall correlated with `estado` and 1 other fields	High correlation
`tipo_propiedad` is highly imbalanced (98.8%)	Imbalance
`website` is highly imbalanced (86.7%)	Imbalance
`estado` is highly imbalanced (95.2%)	Imbalance
`jacuzzi` is highly imbalanced (73.4%)	Imbalance
`piscina` is highly imbalanced (56.2%)	Imbalance
`terraza` is highly imbalanced (98.8%)	Imbalance
`coords_modified` is highly imbalanced (85.9%)	Imbalance
`precio_venta` has 15429 (35.9%) missing values	Missing
`administracion` has 7925 (18.4%) missing values	Missing
`sector` has 1641 (3.8%) missing values	Missing
`direccion` has 42219 (98.2%) missing values	Missing
`url` has 42219 (98.2%) missing values	Missing
`timeline` has 13586 (31.6%) missing values	Missing
`estado` has 796 (1.9%) missing values	Missing
`compañia` has 4530 (10.5%) missing values	Missing
`precio_arriendo` has 27184 (63.2%) missing values	Missing
`piso` has 43013 (100.0%) missing values	Missing
`closets` has 43013 (100.0%) missing values	Missing
`precio_venta` is highly skewed (γ1 = 52.77336024)	Skewed
`area` is highly skewed (γ1 = 207.2315068)	Skewed
`administracion` is highly skewed (γ1 = 28.87197514)	Skewed
`precio_arriendo` is highly skewed (γ1 = 48.00865601)	Skewed
`_id` has unique values	Unique
`codigo` has unique values	Unique
`piso` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`closets` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`parqueaderos` has 6615 (15.4%) zeros	Zeros

Reproduction

Analysis started	2025-11-23 17:45:26.576943
Analysis finished	2025-11-23 17:45:41.621581
Duration	15.04 seconds
Software version	ydata-profiling vv4.17.0
Download configuration	config.json

_id
Text

Unique

Distinct	43013
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.0 MiB

Length

Max length	24
Median length	24
Mean length	24
Min length	24

Characters and Unicode

Total characters	1032312
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	43013 ?
Unique (%)	100.0%

Sample

1st row	66d86c7eceda690e85508760
2nd row	66d86c7eceda690e85508761
3rd row	66d86c7eceda690e85508762
4th row	66d86c7eceda690e85508763
5th row	66d86c7eceda690e85508764

Value	Count	Frequency (%)
66d86c7eceda690e85508765	1	< 0.1%
66d86ebfceda690e85512f64	1	< 0.1%
66d86c7eceda690e85508760	1	< 0.1%
66d86c7eceda690e85508761	1	< 0.1%
66d86c7eceda690e85508762	1	< 0.1%
66d86ebfceda690e85512f55	1	< 0.1%
66d86ebfceda690e85512f56	1	< 0.1%
66d86ebfceda690e85512f57	1	< 0.1%
66d86ebfceda690e85512f58	1	< 0.1%
66d86ebfceda690e85512f59	1	< 0.1%
Other values (43003)	43003	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
6	184438	17.9%
d	119686	11.6%
e	112084	10.9%
8	104777	10.1%
5	98464	9.5%
0	90886	8.8%
c	78458	7.6%
9	62383	6.0%
a	61822	6.0%
1	28992	2.8%
Other values (6)	90322	8.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1032312	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
6	184438	17.9%
d	119686	11.6%
e	112084	10.9%
8	104777	10.1%
5	98464	9.5%
0	90886	8.8%
c	78458	7.6%
9	62383	6.0%
a	61822	6.0%
1	28992	2.8%
Other values (6)	90322	8.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1032312	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
6	184438	17.9%
d	119686	11.6%
e	112084	10.9%
8	104777	10.1%
5	98464	9.5%
0	90886	8.8%
c	78458	7.6%
9	62383	6.0%
a	61822	6.0%
1	28992	2.8%
Other values (6)	90322	8.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1032312	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
6	184438	17.9%
d	119686	11.6%
e	112084	10.9%
8	104777	10.1%
5	98464	9.5%
0	90886	8.8%
c	78458	7.6%
9	62383	6.0%
a	61822	6.0%
1	28992	2.8%
Other values (6)	90322	8.7%

codigo
Text

Unique

Distinct	43013
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.5 MiB

Length

Max length	15
Median length	14
Mean length	12.358124
Min length	6

Characters and Unicode

Total characters	531560
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	43013 ?
Unique (%)	100.0%

Sample

1st row	4133491
2nd row	3889852
3rd row	4386770
4th row	4210060
5th row	4063762

Value	Count	Frequency (%)
4006619	1	< 0.1%
mc4721977	1	< 0.1%
4133491	1	< 0.1%
3889852	1	< 0.1%
4386770	1	< 0.1%
4481967	1	< 0.1%
4307659	1	< 0.1%
4342995	1	< 0.1%
4002110	1	< 0.1%
4423015	1	< 0.1%
Other values (43003)	43003	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
4	61440	11.6%
1	55534	10.4%
5	50288	9.5%
0	44293	8.3%
3	43519	8.2%
2	42235	7.9%
M	40753	7.7%
-	38711	7.3%
9	38598	7.3%
7	38145	7.2%
Other values (9)	78044	14.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	531560	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	61440	11.6%
1	55534	10.4%
5	50288	9.5%
0	44293	8.3%
3	43519	8.2%
2	42235	7.9%
M	40753	7.7%
-	38711	7.3%
9	38598	7.3%
7	38145	7.2%
Other values (9)	78044	14.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	531560	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	61440	11.6%
1	55534	10.4%
5	50288	9.5%
0	44293	8.3%
3	43519	8.2%
2	42235	7.9%
M	40753	7.7%
-	38711	7.3%
9	38598	7.3%
7	38145	7.2%
Other values (9)	78044	14.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	531560	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	61440	11.6%
1	55534	10.4%
5	50288	9.5%
0	44293	8.3%
3	43519	8.2%
2	42235	7.9%
M	40753	7.7%
-	38711	7.3%
9	38598	7.3%
7	38145	7.2%
Other values (9)	78044	14.7%

tipo_propiedad
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.5 MiB

APARTAMENTO	42943
CASA CON CONJUNTO CERRADO	60
CASA	10

Length

Max length	25
Median length	11
Mean length	11.017902
Min length	4

Characters and Unicode

Total characters	473913
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	APARTAMENTO
2nd row	APARTAMENTO
3rd row	APARTAMENTO
4th row	APARTAMENTO
5th row	APARTAMENTO

Common Values

Value	Count	Frequency (%)
APARTAMENTO	42943	99.8%
CASA CON CONJUNTO CERRADO	60	0.1%
CASA	10	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
apartamento	42943	99.4%
casa	70	0.2%
con	60	0.1%
conjunto	60	0.1%
cerrado	60	0.1%

Most occurring characters

Value	Count	Frequency (%)
A	129029	27.2%
T	85946	18.1%
O	43183	9.1%
N	43123	9.1%
R	43063	9.1%
E	43003	9.1%
M	42943	9.1%
P	42943	9.1%
C	250	0.1%
	180	< 0.1%
Other values (4)	250	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	473913	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	129029	27.2%
T	85946	18.1%
O	43183	9.1%
N	43123	9.1%
R	43063	9.1%
E	43003	9.1%
M	42943	9.1%
P	42943	9.1%
C	250	0.1%
	180	< 0.1%
Other values (4)	250	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	473913	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	129029	27.2%
T	85946	18.1%
O	43183	9.1%
N	43123	9.1%
R	43063	9.1%
E	43003	9.1%
M	42943	9.1%
P	42943	9.1%
C	250	0.1%
	180	< 0.1%
Other values (4)	250	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	473913	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	129029	27.2%
T	85946	18.1%
O	43183	9.1%
N	43123	9.1%
R	43063	9.1%
E	43003	9.1%
M	42943	9.1%
P	42943	9.1%
C	250	0.1%
	180	< 0.1%
Other values (4)	250	0.1%

tipo_operacion
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

VENTA	27270
ARRIENDO	15515
VENTA Y ARRIENDO	228

Length

Max length	16
Median length	5
Mean length	6.1404227
Min length	5

Characters and Unicode

Total characters	264118
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	VENTA
2nd row	VENTA
3rd row	VENTA
4th row	VENTA
5th row	VENTA

Common Values

Value	Count	Frequency (%)
VENTA	27270	63.4%
ARRIENDO	15515	36.1%
VENTA Y ARRIENDO	228	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
venta	27498	63.3%
arriendo	15743	36.2%
y	228	0.5%

Most occurring characters

Value	Count	Frequency (%)
E	43241	16.4%
N	43241	16.4%
A	43241	16.4%
R	31486	11.9%
V	27498	10.4%
T	27498	10.4%
I	15743	6.0%
D	15743	6.0%
O	15743	6.0%
	456	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	264118	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	43241	16.4%
N	43241	16.4%
A	43241	16.4%
R	31486	11.9%
V	27498	10.4%
T	27498	10.4%
I	15743	6.0%
D	15743	6.0%
O	15743	6.0%
	456	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	264118	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	43241	16.4%
N	43241	16.4%
A	43241	16.4%
R	31486	11.9%
V	27498	10.4%
T	27498	10.4%
I	15743	6.0%
D	15743	6.0%
O	15743	6.0%
	456	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	264118	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	43241	16.4%
N	43241	16.4%
A	43241	16.4%
R	31486	11.9%
V	27498	10.4%
T	27498	10.4%
I	15743	6.0%
D	15743	6.0%
O	15743	6.0%
	456	0.2%

precio_venta
Real number (ℝ)

High correlation Missing Skewed

Distinct	2808
Distinct (%)	10.2%
Missing	15429
Missing (%)	35.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.3647941 × 10⁹

Minimum	1000000
Maximum	4.25 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	336.2 KiB

Quantile statistics

Minimum	1000000
5-th percentile	1.84 × 10⁸
Q1	4.029 × 10⁸
median	7 × 10⁸
Q3	1.33 × 10⁹
95-th percentile	3.1 × 10⁹
Maximum	4.25 × 10¹²
Range	4.249999 × 10¹²
Interquartile range (IQR)	9.271 × 10⁸

Descriptive statistics

Standard deviation	5.5741976 × 10¹⁰
Coefficient of variation (CV)	23.571598
Kurtosis	3085.0787
Mean	2.3647941 × 10⁹
Median Absolute Deviation (MAD)	3.8 × 10⁸
Skewness	52.77336
Sum	6.5230482 × 10¹³
Variance	3.1071679 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1200000000	402	0.9%
1100000000	368	0.9%
650000000	348	0.8%
1300000000	345	0.8%
750000000	337	0.8%
850000000	331	0.8%
450000000	323	0.8%
550000000	322	0.7%
1400000000	265	0.6%
1500000000	247	0.6%
Other values (2798)	24296	56.5%
(Missing)	15429	35.9%

Value	Count	Frequency (%)
1000000	2	< 0.1%
1100000	6	< 0.1%
1130000	1	< 0.1%
1150000	1	< 0.1%
1160000	1	< 0.1%
1195000	1	< 0.1%
1200000	2	< 0.1%
1250000	1	< 0.1%
1280000	1	< 0.1%
1300000	2	< 0.1%

Value	Count	Frequency (%)
4.25 × 10¹²	1	< 0.1%
3.3 × 10¹²	1	< 0.1%
3.24 × 10¹²	1	< 0.1%
3 × 10¹²	1	< 0.1%
2.9 × 10¹²	1	< 0.1%
2.8 × 10¹²	1	< 0.1%
2.1 × 10¹²	1	< 0.1%
1.98 × 10¹²	1	< 0.1%
1.8 × 10¹²	1	< 0.1%
1.45 × 10¹²	1	< 0.1%

area
Real number (ℝ)

High correlation Skewed

Distinct	4494
Distinct (%)	10.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	180.03406

Minimum	0
Maximum	1900000
Zeros	19
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	336.2 KiB

Quantile statistics

Minimum	0
5-th percentile	38
Q1	63
median	100
Q3	174
95-th percentile	323.872
Maximum	1900000
Range	1900000
Interquartile range (IQR)	111

Descriptive statistics

Standard deviation	9163.0016
Coefficient of variation (CV)	50.895934
Kurtosis	42967.43
Mean	180.03406
Median Absolute Deviation (MAD)	46
Skewness	207.23151
Sum	7743805
Variance	83960598
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	736	1.7%
50	627	1.5%
90	614	1.4%
70	609	1.4%
80	582	1.4%
45	485	1.1%
120	432	1.0%
40	431	1.0%
55	422	1.0%
150	389	0.9%
Other values (4484)	37686	87.6%

Value	Count	Frequency (%)
0	19	< 0.1%
1	8	< 0.1%
2	3	< 0.1%
4.93	1	< 0.1%
5	1	< 0.1%
5.22	1	< 0.1%
5.43	1	< 0.1%
6	1	< 0.1%
7	2	< 0.1%
7.2	1	< 0.1%

Value	Count	Frequency (%)
1900000	1	< 0.1%
19621	1	< 0.1%
15413	1	< 0.1%
13985	1	< 0.1%
9999	1	< 0.1%
9242	1	< 0.1%
8726	1	< 0.1%
7685	1	< 0.1%
7263	1	< 0.1%
6612	1	< 0.1%

habitaciones
Real number (ℝ)

High correlation

Distinct	7
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.6153399

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	336.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	7
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.85004583
Coefficient of variation (CV)	0.32502308
Kurtosis	-0.028179367
Mean	2.6153399
Median Absolute Deviation (MAD)	0
Skewness	-0.28029586
Sum	112491
Variance	0.72257792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	22818	53.0%
2	10625	24.7%
1	5309	12.3%
4	3825	8.9%
5	433	1.0%
6	1	< 0.1%
7	1	< 0.1%
(Missing)	1	< 0.1%

Value	Count	Frequency (%)
1	5309	12.3%
2	10625	24.7%
3	22818	53.0%
4	3825	8.9%
5	433	1.0%
6	1	< 0.1%
7	1	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
6	1	< 0.1%
5	433	1.0%
4	3825	8.9%
3	22818	53.0%
2	10625	24.7%
1	5309	12.3%

banos
Real number (ℝ)

High correlation

Distinct	7
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.7013392

Minimum	0
Maximum	6
Zeros	23
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	336.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	6
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.1966586
Coefficient of variation (CV)	0.44298719
Kurtosis	-0.73107553
Mean	2.7013392
Median Absolute Deviation (MAD)	1
Skewness	0.39683148
Sum	116190
Variance	1.4319919
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2	14825	34.5%
3	10605	24.7%
4	6615	15.4%
1	6614	15.4%
5	4329	10.1%
0	23	0.1%
6	1	< 0.1%
(Missing)	1	< 0.1%

Value	Count	Frequency (%)
0	23	0.1%
1	6614	15.4%
2	14825	34.5%
3	10605	24.7%
4	6615	15.4%
5	4329	10.1%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
5	4329	10.1%
4	6615	15.4%
3	10605	24.7%
2	14825	34.5%
1	6614	15.4%
0	23	0.1%

administracion
Real number (ℝ)

High correlation Missing Skewed

Distinct	4800
Distinct (%)	13.7%
Missing	7925
Missing (%)	18.4%
Infinite	0
Infinite (%)	0.0%
Mean	4059551.3

Minimum	1
Maximum	3.5 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	336.2 KiB

Quantile statistics

Minimum	1
5-th percentile	105000
Q1	349000
median	650000
Q3	1200000
95-th percentile	2500000
Maximum	3.5 × 10⁹
Range	3.5 × 10⁹
Interquartile range (IQR)	851000

Descriptive statistics

Standard deviation	67816415
Coefficient of variation (CV)	16.705397
Kurtosis	1032.4606
Mean	4059551.3
Median Absolute Deviation (MAD)	375000
Skewness	28.871975
Sum	1.4244154 × 10¹¹
Variance	4.5990662 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000000	632	1.5%
1500000	560	1.3%
500000	545	1.3%
1200000	540	1.3%
400000	460	1.1%
1300000	434	1.0%
300000	424	1.0%
600000	405	0.9%
1100000	398	0.9%
10000	391	0.9%
Other values (4790)	30299	70.4%
(Missing)	7925	18.4%

Value	Count	Frequency (%)
1	17	< 0.1%
10	5	< 0.1%
33	3	< 0.1%
100	1	< 0.1%
111	1	< 0.1%
140	1	< 0.1%
150	1	< 0.1%
180	1	< 0.1%
200	1	< 0.1%
225	1	< 0.1%

Value	Count	Frequency (%)
3500000000	2	< 0.1%
3366000000	1	< 0.1%
2918000000	1	< 0.1%
2400000000	1	< 0.1%
2100000000	1	< 0.1%
2000000000	3	< 0.1%
1900000000	1	< 0.1%
1890000000	1	< 0.1%
1800000000	1	< 0.1%
1750000000	2	< 0.1%

parqueaderos
Real number (ℝ)

High correlation Zeros

Distinct	9
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.6628615

Minimum	-2
Maximum	30
Zeros	6615
Zeros (%)	15.4%
Negative	1
Negative (%)	< 0.1%
Memory size	336.2 KiB

Quantile statistics

Minimum	-2
5-th percentile	0
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	30
Range	32
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1146851
Coefficient of variation (CV)	0.67034153
Kurtosis	12.722587
Mean	1.6628615
Median Absolute Deviation (MAD)	1
Skewness	0.92108285
Sum	71523
Variance	1.242523
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2	15525	36.1%
1	12678	29.5%
0	6615	15.4%
3	5045	11.7%
4	3143	7.3%
10	2	< 0.1%
20	2	< 0.1%
-2	1	< 0.1%
30	1	< 0.1%
(Missing)	1	< 0.1%

Value	Count	Frequency (%)
-2	1	< 0.1%
0	6615	15.4%
1	12678	29.5%
2	15525	36.1%
3	5045	11.7%
4	3143	7.3%
10	2	< 0.1%
20	2	< 0.1%
30	1	< 0.1%

Value	Count	Frequency (%)
30	1	< 0.1%
20	2	< 0.1%
10	2	< 0.1%
4	3143	7.3%
3	5045	11.7%
2	15525	36.1%
1	12678	29.5%
0	6615	15.4%
-2	1	< 0.1%

sector
Text

Missing

Distinct	103
Distinct (%)	0.2%
Missing	1641
Missing (%)	3.8%
Memory size	2.4 MiB

Length

Max length	35
Median length	26
Mean length	11.332471
Min length	4

Characters and Unicode

Total characters	468847
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10 ?
Unique (%)	< 0.1%

Sample

1st row	BRITALIA
2nd row	SAN CRISTOBAL NORTE
3rd row	LA SABANA
4th row	TIBABUYES
5th row	VERBENAL

Value	Count	Frequency (%)
chico	10678	14.3%
santa	7282	9.7%
barbara	7279	9.7%
y	4703	6.3%
country	3324	4.5%
colina	2892	3.9%
alrededores	2892	3.9%
de	2738	3.7%
cedritos	2571	3.4%
chapinero	2168	2.9%
Other values (122)	28165	37.7%

Most occurring characters

Value	Count	Frequency (%)
A	72253	15.4%
R	41635	8.9%
O	41437	8.8%
C	37654	8.0%
	33320	7.1%
I	31113	6.6%
N	29615	6.3%
E	29277	6.2%
T	24791	5.3%
S	22541	4.8%
Other values (18)	105211	22.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	468847	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	72253	15.4%
R	41635	8.9%
O	41437	8.8%
C	37654	8.0%
	33320	7.1%
I	31113	6.6%
N	29615	6.3%
E	29277	6.2%
T	24791	5.3%
S	22541	4.8%
Other values (18)	105211	22.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	468847	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	72253	15.4%
R	41635	8.9%
O	41437	8.8%
C	37654	8.0%
	33320	7.1%
I	31113	6.6%
N	29615	6.3%
E	29277	6.2%
T	24791	5.3%
S	22541	4.8%
Other values (18)	105211	22.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	468847	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	72253	15.4%
R	41635	8.9%
O	41437	8.8%
C	37654	8.0%
	33320	7.1%
I	31113	6.6%
N	29615	6.3%
E	29277	6.2%
T	24791	5.3%
S	22541	4.8%
Other values (18)	105211	22.4%

estrato
Real number (ℝ)

High correlation

Distinct	7
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.844648

Minimum	0
Maximum	6
Zeros	11
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	336.2 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	4
median	5
Q3	6
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.23619
Coefficient of variation (CV)	0.25516612
Kurtosis	-0.7136346
Mean	4.844648
Median Absolute Deviation (MAD)	1
Skewness	-0.66051526
Sum	208378
Variance	1.5281658
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
6	19011	44.2%
4	8842	20.6%
5	7556	17.6%
3	6085	14.1%
2	1402	3.3%
1	105	0.2%
0	11	< 0.1%
(Missing)	1	< 0.1%

Value	Count	Frequency (%)
0	11	< 0.1%
1	105	0.2%
2	1402	3.3%
3	6085	14.1%
4	8842	20.6%
5	7556	17.6%
6	19011	44.2%

Value	Count	Frequency (%)
6	19011	44.2%
5	7556	17.6%
4	8842	20.6%
3	6085	14.1%
2	1402	3.3%
1	105	0.2%
0	11	< 0.1%

antiguedad
Categorical

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	10
Missing (%)	< 0.1%
Memory size	2.7 MiB

MAS DE 20 ANOS	14352
ENTRE 10 Y 20 ANOS	11536
ENTRE 0 Y 5 ANOS	8057
ENTRE 5 Y 10 ANOS	7021
REMODELADO	1811
Other values (3)	226

Length

Max length	18
Median length	17
Mean length	15.766063
Min length	10

Characters and Unicode

Total characters	677988
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ENTRE 10 Y 20 ANOS
2nd row	MAS DE 20 ANOS
3rd row	ENTRE 0 Y 5 ANOS
4th row	ENTRE 10 Y 20 ANOS
5th row	MAS DE 20 ANOS

Common Values

Value	Count	Frequency (%)
MAS DE 20 ANOS	14352	33.4%
ENTRE 10 Y 20 ANOS	11536	26.8%
ENTRE 0 Y 5 ANOS	8057	18.7%
ENTRE 5 Y 10 ANOS	7021	16.3%
REMODELADO	1811	4.2%
SOBRE PLANOS	107	0.2%
EN CONSTRUCCION	101	0.2%
PARA ESTRENAR	18	< 0.1%
(Missing)	10	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
anos	40966	21.3%
entre	26614	13.8%
y	26614	13.8%
20	25888	13.4%
10	18557	9.6%
5	15078	7.8%
mas	14352	7.4%
de	14352	7.4%
0	8057	4.2%
remodelado	1811	0.9%
Other values (6)	452	0.2%

Most occurring characters

Value	Count	Frequency (%)
	149738	22.1%
E	71446	10.5%
N	68008	10.0%
A	57290	8.5%
S	55651	8.2%
0	52502	7.7%
O	45004	6.6%
R	28687	4.2%
T	26733	3.9%
Y	26614	3.9%
Other values (11)	96315	14.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	677988	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	149738	22.1%
E	71446	10.5%
N	68008	10.0%
A	57290	8.5%
S	55651	8.2%
0	52502	7.7%
O	45004	6.6%
R	28687	4.2%
T	26733	3.9%
Y	26614	3.9%
Other values (11)	96315	14.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	677988	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	149738	22.1%
E	71446	10.5%
N	68008	10.0%
A	57290	8.5%
S	55651	8.2%
0	52502	7.7%
O	45004	6.6%
R	28687	4.2%
T	26733	3.9%
Y	26614	3.9%
Other values (11)	96315	14.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	677988	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	149738	22.1%
E	71446	10.5%
N	68008	10.0%
A	57290	8.5%
S	55651	8.2%
0	52502	7.7%
O	45004	6.6%
R	28687	4.2%
T	26733	3.9%
Y	26614	3.9%
Other values (11)	96315	14.2%

latitud
Real number (ℝ)

High correlation

Distinct	23274
Distinct (%)	54.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.6860989

Minimum	4.4686294
Maximum	4.8208222
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	336.2 KiB

Quantile statistics

Minimum	4.4686294
5-th percentile	4.6163173
Q1	4.6633224
median	4.688729
Q3	4.71198
95-th percentile	4.7462208
Maximum	4.8208222
Range	0.3521928
Interquartile range (IQR)	0.0486576

Descriptive statistics

Standard deviation	0.03829695
Coefficient of variation (CV)	0.0081724587
Kurtosis	1.1726585
Mean	4.6860989
Median Absolute Deviation (MAD)	0.024754
Skewness	-0.56842323
Sum	201563.17
Variance	0.0014666564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.706	143	0.3%
4.694	142	0.3%
4.671	127	0.3%
4.693	126	0.3%
4.66	126	0.3%
4.669	119	0.3%
4.689	119	0.3%
4.672	118	0.3%
4.677	113	0.3%
4.697	111	0.3%
Other values (23264)	41769	97.1%

Value	Count	Frequency (%)
4.4686294	1	< 0.1%
4.472132417	1	< 0.1%
4.473105635	1	< 0.1%
4.473106248	1	< 0.1%
4.4731073	1	< 0.1%
4.4731526	1	< 0.1%
4.473267912	4	< 0.1%
4.473281471	1	< 0.1%
4.473322119	1	< 0.1%
4.4734716	2	< 0.1%

Value	Count	Frequency (%)
4.8208222	1	< 0.1%
4.8191967	1	< 0.1%
4.8181877	1	< 0.1%
4.8175306	1	< 0.1%
4.8156424	1	< 0.1%
4.8015065	1	< 0.1%
4.800371	2	< 0.1%
4.799836	1	< 0.1%
4.79939	2	< 0.1%
4.799	3	< 0.1%

longitud
Real number (ℝ)

High correlation

Distinct	11415
Distinct (%)	26.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-74.062808

Minimum	-74.213645
Maximum	-74.014
Zeros	0
Zeros (%)	0.0%
Negative	43013
Negative (%)	100.0%
Memory size	336.2 KiB

Quantile statistics

Minimum	-74.213645
5-th percentile	-74.13904
Q1	-74.068665
median	-74.052
Q3	-74.043491
95-th percentile	-74.02843
Maximum	-74.014
Range	0.19964519
Interquartile range (IQR)	0.025173788

Descriptive statistics

Standard deviation	0.033544163
Coefficient of variation (CV)	-0.00045291508
Kurtosis	2.9429919
Mean	-74.062808
Median Absolute Deviation (MAD)	0.010824
Skewness	-1.781807
Sum	-3185663.6
Variance	0.0011252109
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-74.049	394	0.9%
-74.051	297	0.7%
-74.047	288	0.7%
-74.052	285	0.7%
-74.048	278	0.6%
-74.05	273	0.6%
-74.046	263	0.6%
-74.045	261	0.6%
-74.043	245	0.6%
-74.053	230	0.5%
Other values (11405)	40199	93.5%

Value	Count	Frequency (%)
-74.21364519	1	< 0.1%
-74.21358	1	< 0.1%
-74.21345823	1	< 0.1%
-74.21285176	1	< 0.1%
-74.21283097	3	< 0.1%
-74.2126437	1	< 0.1%
-74.21264	1	< 0.1%
-74.21241657	2	< 0.1%
-74.21235	1	< 0.1%
-74.212166	1	< 0.1%

Value	Count	Frequency (%)
-74.014	1	< 0.1%
-74.016	1	< 0.1%
-74.01629	1	< 0.1%
-74.017	1	< 0.1%
-74.018	5	< 0.1%
-74.01852	1	< 0.1%
-74.0189	1	< 0.1%
-74.019	3	< 0.1%
-74.01952	1	< 0.1%
-74.019646	1	< 0.1%

direccion
Text

Missing

Distinct	703
Distinct (%)	88.5%
Missing	42219
Missing (%)	98.2%
Memory size	1.3 MiB

Length

Max length	36
Median length	32
Mean length	20.905542
Min length	11

Characters and Unicode

Total characters	16599
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	633 ?
Unique (%)	79.7%

Sample

1st row	CARRERA 55A # 163-35
2nd row	CARRERA 7F # 153 - 75
3rd row	CARRERA 69C #2 - 60
4th row	CALLE 131C # 126-95
5th row	CARRERA 5 # 187-15

Value	Count	Frequency (%)
	1176	27.4%
calle	371	8.6%
carrera	339	7.9%
sur	118	2.7%
20	28	0.7%
diagonal	26	0.6%
transversal	26	0.6%
50	24	0.6%
70	22	0.5%
80	21	0.5%
Other values (718)	2141	49.9%

Most occurring characters

Value	Count	Frequency (%)
	3527	21.2%
A	1455	8.8%
R	1367	8.2%
1	949	5.7%
C	852	5.1%
L	811	4.9%
#	756	4.6%
-	755	4.5%
E	752	4.5%
5	596	3.6%
Other values (25)	4779	28.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16599	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	3527	21.2%
A	1455	8.8%
R	1367	8.2%
1	949	5.7%
C	852	5.1%
L	811	4.9%
#	756	4.6%
-	755	4.5%
E	752	4.5%
5	596	3.6%
Other values (25)	4779	28.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16599	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	3527	21.2%
A	1455	8.8%
R	1367	8.2%
1	949	5.7%
C	852	5.1%
L	811	4.9%
#	756	4.6%
-	755	4.5%
E	752	4.5%
5	596	3.6%
Other values (25)	4779	28.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16599	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	3527	21.2%
A	1455	8.8%
R	1367	8.2%
1	949	5.7%
C	852	5.1%
L	811	4.9%
#	756	4.6%
-	755	4.5%
E	752	4.5%
5	596	3.6%
Other values (25)	4779	28.8%

descripcion
Text

Distinct	40499
Distinct (%)	94.2%
Missing	0
Missing (%)	0.0%
Memory size	22.4 MiB

Length

Max length	1000
Median length	721
Mean length	496.95032
Min length	1

Characters and Unicode

Total characters	21375324
Distinct characters	71
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38859 ?
Unique (%)	90.3%

Sample

1st row	apartamento en venta de 76m2, con vista exterior, ubicado en un 1er piso (torre 4 apto 101), parqueadero propio cubierto (149). consta de 3 habitaciones, 2 banos, sala comedor, cocina integral y zona de lavanderia. tiene piso ceramico en habitaciones y zona social y ceramico en banos y cocina. el conjunto cuenta con zona social, parque infantil, zona verde, salon comunal y vigilancia privada las 24 horas. cerca a centro comercial arizona; cerca a almacenes de cadena como carulla, d1, ara y olimpica; cerca a colegio colombo brighton y el vaticano; cerca a paraderos del sitp; vias de acceso por la carrera 55a calle 163.
2nd row	apartamento en venta de 60m2, con vista interior, ubicado en un 5to piso ( apto 506), acceso por escaleras. consta de 3 habitaciones, 2 banos, sala comedor, cocina integral y zona de lavanderia. tiene piso laminado en habitaciones y ceramico en zona social, banos y cocina. el edificio cuenta con parque infantil, zona social, salon comunal y vigilancia privada las 24 horas. cerca a centro comercial mediterraneo; cerca a almacenes de cadena exito, colsubsidio, tienda d1, tienda ara; cerca a colegio institucion educativa distrital agustin fernandez; cerca a paraderos del sitp; vias de acceso por la calle 153y carrera 7f. valor de administracion por confirmar
3rd row	apartamento en venta de 54m2, con vista exterior, ubicado en un 6to piso (torre 3 apto 609), acceso por escaleras y ascensor. consta de 3 habitaciones, 2 banos, sala comedor, cocina integral y zona de lavanderia. tiene piso ceramico en todas sus zonas. el conjunto cuenta con zona para ninos, zonas verdes, salon comunal y vigilancia privada las 24 horas. cerca a centros comerciales como ciudad tintal y tintal plaza; cerca a almacenes de cadena como colsubsidio, exito y d1; cerca a colegio agustiniano tagaste y psicopedagogico san sebastian; cerca a universidad publica de kennedy y universidad distrital; cerca a estacion de transmilenio biblioteca el tintal; con vias de acceso por la calle 7 y la carrera 87b.
4th row	apartamento en venta de 43 m2, con vista interior, ubicado en un 4to piso (torre 21 apto 402), acceso por escaleras. consta de 2 habitaciones, 2 bano, sala comedor, cocina integral y zona de lavanderia. tiene piso ceramico en todas sus zonas. el conjunto cuenta con parque infantil, salon comunal, zonas verdes y vigilancia privada las 24 horas. cerca a centro comercial plaza imperial; cerca a almacenes de cadena tienda d1, surtimax; cerca a colegio nueva colombia ied sede b; cerca a paraderos del sitp vias de acceso por la carrera 129 y calle 131c
5th row	apartamento duplex en venta de 48m2, con vista exterior, ubicado en un 2do piso (torre 10b apto 201), acceso por escaleras. consta de 3 habitaciones, 2 banos, sala comedor, cocina integral y zona de lavanderia. tiene piso laminado en habitaciones y ceramica en zona social, banos y cocina. el conjunto cuenta con zonas verdes, zona para ninos, zonas verdes y salon comunal y vigilancia privada las 24 horas. cerca a centro comercial multiplaza 183; cerca a almacenes de cadena surtimax, d1 y ara; cerca a colegio fundacion la ensenanza; cerca a paraderos del sitp; vias de acceso por la calle 187b y cra 5.a.

Value	Count	Frequency (%)
de	193737	5.8%
con	136155	4.1%
y	135939	4.1%
en	87461	2.6%
la	56071	1.7%
el	53323	1.6%
bano	47813	1.4%
a	47486	1.4%
apartamento	46205	1.4%
zona	42447	1.3%
Other values (37323)	2473252	74.5%

Most occurring characters

Value	Count	Frequency (%)
	3355842	15.7%
a	2338068	10.9%
e	1899089	8.9%
o	1644816	7.7%
n	1395326	6.5%
i	1261193	5.9%
c	1119946	5.2%
s	1072801	5.0%
r	1070131	5.0%
t	889671	4.2%
Other values (61)	5328441	24.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	21375324	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	3355842	15.7%
a	2338068	10.9%
e	1899089	8.9%
o	1644816	7.7%
n	1395326	6.5%
i	1261193	5.9%
c	1119946	5.2%
s	1072801	5.0%
r	1070131	5.0%
t	889671	4.2%
Other values (61)	5328441	24.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	21375324	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	3355842	15.7%
a	2338068	10.9%
e	1899089	8.9%
o	1644816	7.7%
n	1395326	6.5%
i	1261193	5.9%
c	1119946	5.2%
s	1072801	5.0%
r	1070131	5.0%
t	889671	4.2%
Other values (61)	5328441	24.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	21375324	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	3355842	15.7%
a	2338068	10.9%
e	1899089	8.9%
o	1644816	7.7%
n	1395326	6.5%
i	1261193	5.9%
c	1119946	5.2%
s	1072801	5.0%
r	1070131	5.0%
t	889671	4.2%
Other values (61)	5328441	24.9%

website
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	2.7 MiB

metrocuadrado.com	42217
habi.co	794

Length

Max length	17
Median length	17
Mean length	16.815396
Min length	7

Characters and Unicode

Total characters	723247
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	habi.co
2nd row	habi.co
3rd row	habi.co
4th row	habi.co
5th row	habi.co

Common Values

Value	Count	Frequency (%)
metrocuadrado.com	42217	98.1%
habi.co	794	1.8%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
metrocuadrado.com	42217	98.2%
habi.co	794	1.8%

Most occurring characters

Value	Count	Frequency (%)
o	127445	17.6%
a	85228	11.8%
c	85228	11.8%
m	84434	11.7%
r	84434	11.7%
d	84434	11.7%
.	43011	5.9%
e	42217	5.8%
t	42217	5.8%
u	42217	5.8%
Other values (3)	2382	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	723247	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	127445	17.6%
a	85228	11.8%
c	85228	11.8%
m	84434	11.7%
r	84434	11.7%
d	84434	11.7%
.	43011	5.9%
e	42217	5.8%
t	42217	5.8%
u	42217	5.8%
Other values (3)	2382	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	723247	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	127445	17.6%
a	85228	11.8%
c	85228	11.8%
m	84434	11.7%
r	84434	11.7%
d	84434	11.7%
.	43011	5.9%
e	42217	5.8%
t	42217	5.8%
u	42217	5.8%
Other values (3)	2382	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	723247	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	127445	17.6%
a	85228	11.8%
c	85228	11.8%
m	84434	11.7%
r	84434	11.7%
d	84434	11.7%
.	43011	5.9%
e	42217	5.8%
t	42217	5.8%
u	42217	5.8%
Other values (3)	2382	0.3%

last_view
Date

Distinct	43011
Distinct (%)	100.0%
Missing	2
Missing (%)	< 0.1%
Memory size	336.2 KiB

Minimum	2024-07-03 23:27:37.566000
Maximum	2024-09-03 23:49:48.998000
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

datetime
Date

Distinct	43011
Distinct (%)	100.0%
Missing	2
Missing (%)	< 0.1%
Memory size	336.2 KiB

Minimum	2024-07-03 23:27:30.843000
Maximum	2024-09-03 23:49:02.032000
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

url
URL

Missing

Distinct	794
Distinct (%)	100.0%
Missing	42219
Missing (%)	98.2%
Memory size	1.4 MiB

https://habi.co/page-data/venta-apartamentos/16792987321/allegro-capellania---apartamento-venta-tintal-central-fontibon/page-data.json	1
https://habi.co/page-data/venta-apartamentos/15771569492/gerona-del-porvenir-2---apartamento-venta-galan-kennedy/page-data.json	1
https://habi.co/page-data/venta-apartamentos/10952800375/reserva-fontibon-apartamento-venta-zona-franca-fontibon/page-data.json	1
https://habi.co/page-data/venta-apartamentos/12976302735/nova-torre-189-apartamento-venta-tibabita-usaquen/page-data.json	1
https://habi.co/page-data/venta-apartamentos/14313187685/laureles-apartamento-venta-cedros-usaquen/page-data.json	1
Other values (789)	789
(Missing)	42219

Value	Count	Frequency (%)
https://habi.co/page-data/venta-apartamentos/16792987321/allegro-capellania---apartamento-venta-tintal-central-fontibon/page-data.json	1	< 0.1%
https://habi.co/page-data/venta-apartamentos/15771569492/gerona-del-porvenir-2---apartamento-venta-galan-kennedy/page-data.json	1	< 0.1%
https://habi.co/page-data/venta-apartamentos/10952800375/reserva-fontibon-apartamento-venta-zona-franca-fontibon/page-data.json	1	< 0.1%
https://habi.co/page-data/venta-apartamentos/12976302735/nova-torre-189-apartamento-venta-tibabita-usaquen/page-data.json	1	< 0.1%
https://habi.co/page-data/venta-apartamentos/14313187685/laureles-apartamento-venta-cedros-usaquen/page-data.json	1	< 0.1%
https://habi.co/page-data/venta-apartamentos/13359284340/reserva-v---apartamento-venta-dorado-industrial-engativa/page-data.json	1	< 0.1%
https://habi.co/page-data/venta-apartamentos/11287692435/edificio-roper---apartamento-venta-canodromo-suba/page-data.json	1	< 0.1%
https://habi.co/page-data/venta-apartamentos/16972797096/plaza-castilla---apartamento-venta-bosconia-kennedy/page-data.json	1	< 0.1%
https://habi.co/page-data/venta-apartamentos/19293575860/parque-macarena-1---apartamento-venta-laureles-bosa/page-data.json	1	< 0.1%
https://habi.co/page-data/venta-apartamentos/17795274862/roma-reservado-2---venta-gran-britalia-bosa/page-data.json	1	< 0.1%
Other values (784)	784	1.8%
(Missing)	42219	98.2%

Value	Count	Frequency (%)
https	794	1.8%
(Missing)	42219	98.2%

Value	Count	Frequency (%)
habi.co	794	1.8%
(Missing)	42219	98.2%

Value	Count	Frequency (%)
/page-data/venta-apartamentos/19249352874/sua-1---apartamento-venta-flores-suba/page-data.json	1	< 0.1%
/page-data/venta-apartamentos/16819095321/picadilly---apartamento-venta-britalia-suba/page-data.json	1	< 0.1%
/page-data/venta-apartamentos/14791711508/santander-apartamento-venta-barrancas-usaquen/page-data.json	1	< 0.1%
/page-data/venta-apartamentos/19859100545/sabana-central---apartamento-venta-hipotecho-sur-kennedy/page-data.json	1	< 0.1%
/page-data/venta-apartamentos/17650931786/condominio-1-suba---apartamento-venta-tibabuyes-suba/page-data.json	1	< 0.1%
/page-data/venta-apartamentos/16197048374/belhorizonte---apartamento-duplex-venta-horizontes-usaquen/page-data.json	1	< 0.1%
/page-data/venta-apartamentos/15837762206/miranda-apartamentos---apartamento-venta-ciudadela-recreo-2-bosa/page-data.json	1	< 0.1%
/page-data/venta-apartamentos/18031830585/bellavista-imperial---apartamento-venta-tibabuyes-suba/page-data.json	1	< 0.1%
/page-data/venta-apartamentos/17400764718/bosques-camino-verde---apartamento-venta-compartir-suba/page-data.json	1	< 0.1%
/page-data/venta-apartamentos/7865808925/tekto-san-marcos-apartamento-venta-magdalena-teusaquillo/page-data.json	1	< 0.1%
Other values (784)	784	1.8%
(Missing)	42219	98.2%

Value	Count	Frequency (%)
	794	1.8%
(Missing)	42219	98.2%

Value	Count	Frequency (%)
	794	1.8%
(Missing)	42219	98.2%

timeline
Text

Missing

Distinct	2047
Distinct (%)	7.0%
Missing	13586
Missing (%)	31.6%
Memory size	2.2 MiB

Length

Max length	390
Median length	2
Mean length	13.203894
Min length	2

Characters and Unicode

Total characters	388551
Distinct characters	42
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2046 ?
Unique (%)	7.0%

Sample

1st row	[{'fecha': {'$date': '2024-07-03T23:27:30.843Z'}, 'precio_venta': 346000000}, {'fecha': {'$date': '2024-08-01T23:50:13.928Z'}, 'precio_venta': 339000000}]
2nd row	[]
3rd row	[]
4th row	[]
5th row	[]

Value	Count	Frequency (%)
	27381	56.0%
fecha	4275	8.8%
date	4275	8.8%
precio_arriendo	2252	4.6%
precio_venta	2023	4.1%
numberlong	101	0.2%
2500000	45	0.1%
1800000	43	0.1%
2000000	42	0.1%
1200000	42	0.1%
Other values (5641)	8378	17.1%

Most occurring characters

Value	Count	Frequency (%)
0	41915	10.8%
'	34604	8.9%
]	29427	7.6%
[	29427	7.6%
:	21476	5.5%
	19430	5.0%
e	17201	4.4%
2	15117	3.9%
a	12825	3.3%
4	10518	2.7%
Other values (32)	156611	40.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	388551	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	41915	10.8%
'	34604	8.9%
]	29427	7.6%
[	29427	7.6%
:	21476	5.5%
	19430	5.0%
e	17201	4.4%
2	15117	3.9%
a	12825	3.3%
4	10518	2.7%
Other values (32)	156611	40.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	388551	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	41915	10.8%
'	34604	8.9%
]	29427	7.6%
[	29427	7.6%
:	21476	5.5%
	19430	5.0%
e	17201	4.4%
2	15117	3.9%
a	12825	3.3%
4	10518	2.7%
Other values (32)	156611	40.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	388551	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	41915	10.8%
'	34604	8.9%
]	29427	7.6%
[	29427	7.6%
:	21476	5.5%
	19430	5.0%
e	17201	4.4%
2	15117	3.9%
a	12825	3.3%
4	10518	2.7%
Other values (32)	156611	40.3%

estado
Categorical

High correlation Imbalance Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	796
Missing (%)	1.9%
Memory size	2.2 MiB

USADO	41991
NUEVO	226

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	211085
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	USADO
2nd row	USADO
3rd row	USADO
4th row	USADO
5th row	USADO

Common Values

Value	Count	Frequency (%)
USADO	41991	97.6%
NUEVO	226	0.5%
(Missing)	796	1.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
usado	41991	99.5%
nuevo	226	0.5%

Most occurring characters

Value	Count	Frequency (%)
U	42217	20.0%
O	42217	20.0%
A	41991	19.9%
S	41991	19.9%
D	41991	19.9%
N	226	0.1%
E	226	0.1%
V	226	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	211085	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
U	42217	20.0%
O	42217	20.0%
A	41991	19.9%
S	41991	19.9%
D	41991	19.9%
N	226	0.1%
E	226	0.1%
V	226	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	211085	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
U	42217	20.0%
O	42217	20.0%
A	41991	19.9%
S	41991	19.9%
D	41991	19.9%
N	226	0.1%
E	226	0.1%
V	226	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	211085	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
U	42217	20.0%
O	42217	20.0%
A	41991	19.9%
S	41991	19.9%
D	41991	19.9%
N	226	0.1%
E	226	0.1%
V	226	0.1%

compañia
Text

Missing

Distinct	880
Distinct (%)	2.3%
Missing	4530
Missing (%)	10.5%
Memory size	2.7 MiB

Length

Max length	62
Median length	40
Mean length	21.374009
Min length	3

Characters and Unicode

Total characters	822536
Distinct characters	41
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	76 ?
Unique (%)	0.2%

Sample

1st row	INMOBILIARIOS PROFESIONALES CB
2nd row	AC ASESORES INMOBILIARIOS
3rd row	NATALIA ALEXANDRA ESCALANTE PULIDO
4th row	VIVANZA INMOBILIARIA
5th row	NATALIA ALEXANDRA ESCALANTE PULIDO

Value	Count	Frequency (%)
sas	8133	6.9%
inmobiliaria	6818	5.8%
	3446	2.9%
inmobiliario	3035	2.6%
y	2375	2.0%
s.a.s	2138	1.8%
inmobiliarios	2077	1.8%
inmobiliarias	1885	1.6%
de	1751	1.5%
engel	1529	1.3%
Other values (1165)	84542	71.8%

Most occurring characters

Value	Count	Frequency (%)
I	99645	12.1%
A	99464	12.1%
	79931	9.7%
O	66246	8.1%
S	63975	7.8%
R	57895	7.0%
E	56793	6.9%
N	47686	5.8%
L	42582	5.2%
M	29449	3.6%
Other values (31)	178870	21.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	822536	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	99645	12.1%
A	99464	12.1%
	79931	9.7%
O	66246	8.1%
S	63975	7.8%
R	57895	7.0%
E	56793	6.9%
N	47686	5.8%
L	42582	5.2%
M	29449	3.6%
Other values (31)	178870	21.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	822536	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	99645	12.1%
A	99464	12.1%
	79931	9.7%
O	66246	8.1%
S	63975	7.8%
R	57895	7.0%
E	56793	6.9%
N	47686	5.8%
L	42582	5.2%
M	29449	3.6%
Other values (31)	178870	21.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	822536	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	99645	12.1%
A	99464	12.1%
	79931	9.7%
O	66246	8.1%
S	63975	7.8%
R	57895	7.0%
E	56793	6.9%
N	47686	5.8%
L	42582	5.2%
M	29449	3.6%
Other values (31)	178870	21.7%

precio_arriendo
Real number (ℝ)

High correlation Missing Skewed

Distinct	1846
Distinct (%)	11.7%
Missing	27184
Missing (%)	63.2%
Infinite	0
Infinite (%)	0.0%
Mean	14569334

Minimum	100000
Maximum	1.8 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	336.2 KiB

Quantile statistics

Minimum	100000
5-th percentile	1000000
Q1	1800000
median	3500000
Q3	7300000
95-th percentile	17890400
Maximum	1.8 × 10¹⁰
Range	1.79999 × 10¹⁰
Interquartile range (IQR)	5500000

Descriptive statistics

Standard deviation	2.8745824 × 10⁸
Coefficient of variation (CV)	19.730363
Kurtosis	2588.7153
Mean	14569334
Median Absolute Deviation (MAD)	2091000
Skewness	48.008656
Sum	2.3061799 × 10¹¹
Variance	8.2632242 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1200000	305	0.7%
3500000	268	0.6%
4500000	264	0.6%
2000000	264	0.6%
8000000	263	0.6%
3000000	262	0.6%
1100000	260	0.6%
1000000	259	0.6%
7000000	253	0.6%
2500000	249	0.6%
Other values (1836)	13182	30.6%
(Missing)	27184	63.2%

Value	Count	Frequency (%)
100000	1	< 0.1%
400000	1	< 0.1%
500000	2	< 0.1%
520000	1	< 0.1%
550000	2	< 0.1%
580000	1	< 0.1%
600000	12	< 0.1%
620000	1	< 0.1%
630000	2	< 0.1%
640000	1	< 0.1%

Value	Count	Frequency (%)
1.8 × 10¹⁰	1	< 0.1%
1.69 × 10¹⁰	1	< 0.1%
1.6 × 10¹⁰	1	< 0.1%
1.05 × 10¹⁰	1	< 0.1%
9500000000	1	< 0.1%
8000000000	1	< 0.1%
6500000000	2	< 0.1%
4500000000	2	< 0.1%
2800000000	1	< 0.1%
2200000000	1	< 0.1%

jacuzzi
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	2.1 MiB

0.0	41064
1.0	1947

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	129033
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	41064	95.5%
1.0	1947	4.5%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	41064	95.5%
1.0	1947	4.5%

Most occurring characters

Value	Count	Frequency (%)
0	84075	65.2%
.	43011	33.3%
1	1947	1.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	84075	65.2%
.	43011	33.3%
1	1947	1.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	84075	65.2%
.	43011	33.3%
1	1947	1.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	84075	65.2%
.	43011	33.3%
1	1947	1.5%

piso
Unsupported

Missing Rejected Unsupported

Missing	43013
Missing (%)	100.0%
Memory size	336.2 KiB

closets
Unsupported

Missing Rejected Unsupported

Missing	43013
Missing (%)	100.0%
Memory size	336.2 KiB

chimenea
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	2.1 MiB

0.0	43011

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	129033
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	43011	> 99.9%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	43011	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	86022	66.7%
.	43011	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	86022	66.7%
.	43011	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	86022	66.7%
.	43011	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	86022	66.7%
.	43011	33.3%

permite_mascotas
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	2.1 MiB

0.0	43011

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	129033
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	43011	> 99.9%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	43011	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	86022	66.7%
.	43011	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	86022	66.7%
.	43011	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	86022	66.7%
.	43011	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	86022	66.7%
.	43011	33.3%

gimnasio
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	2.1 MiB

0.0	30314
1.0	12697

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	129033
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	30314	70.5%
1.0	12697	29.5%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	30314	70.5%
1.0	12697	29.5%

Most occurring characters

Value	Count	Frequency (%)
0	73325	56.8%
.	43011	33.3%
1	12697	9.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	73325	56.8%
.	43011	33.3%
1	12697	9.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	73325	56.8%
.	43011	33.3%
1	12697	9.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	73325	56.8%
.	43011	33.3%
1	12697	9.8%

ascensor
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	2.1 MiB

1.0	27016
0.0	15995

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	129033
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
1.0	27016	62.8%
0.0	15995	37.2%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	27016	62.8%
0.0	15995	37.2%

Most occurring characters

Value	Count	Frequency (%)
0	59006	45.7%
.	43011	33.3%
1	27016	20.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	59006	45.7%
.	43011	33.3%
1	27016	20.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	59006	45.7%
.	43011	33.3%
1	27016	20.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	59006	45.7%
.	43011	33.3%
1	27016	20.9%

conjunto_cerrado
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	2.1 MiB

0.0	26216
1.0	16795

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	129033
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	26216	60.9%
1.0	16795	39.0%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	26216	61.0%
1.0	16795	39.0%

Most occurring characters

Value	Count	Frequency (%)
0	69227	53.7%
.	43011	33.3%
1	16795	13.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	69227	53.7%
.	43011	33.3%
1	16795	13.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	69227	53.7%
.	43011	33.3%
1	16795	13.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	69227	53.7%
.	43011	33.3%
1	16795	13.0%

piscina
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	2.1 MiB

0.0	39122
1.0	3889

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	129033
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	39122	91.0%
1.0	3889	9.0%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	39122	91.0%
1.0	3889	9.0%

Most occurring characters

Value	Count	Frequency (%)
0	82133	63.7%
.	43011	33.3%
1	3889	3.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	82133	63.7%
.	43011	33.3%
1	3889	3.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	82133	63.7%
.	43011	33.3%
1	3889	3.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	82133	63.7%
.	43011	33.3%
1	3889	3.0%

salon_comunal
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	2.1 MiB

0.0	43011

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	129033
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	43011	> 99.9%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	43011	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	86022	66.7%
.	43011	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	86022	66.7%
.	43011	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	86022	66.7%
.	43011	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	86022	66.7%
.	43011	33.3%

terraza
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	2.1 MiB

0.0	42967
1.0	44

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	129033
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	42967	99.9%
1.0	44	0.1%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	42967	99.9%
1.0	44	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	85978	66.6%
.	43011	33.3%
1	44	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	85978	66.6%
.	43011	33.3%
1	44	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	85978	66.6%
.	43011	33.3%
1	44	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	85978	66.6%
.	43011	33.3%
1	44	< 0.1%

vigilancia
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	2.1 MiB

1.0	25264
0.0	17747

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	129033
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
1.0	25264	58.7%
0.0	17747	41.3%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	25264	58.7%
0.0	17747	41.3%

Most occurring characters

Value	Count	Frequency (%)
0	60758	47.1%
.	43011	33.3%
1	25264	19.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	60758	47.1%
.	43011	33.3%
1	25264	19.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	60758	47.1%
.	43011	33.3%
1	25264	19.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	129033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	60758	47.1%
.	43011	33.3%
1	25264	19.6%

coords_modified
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

False	42159
True	854

Value	Count	Frequency (%)
False	42159	98.0%
True	854	2.0%

localidad
Categorical

High correlation

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

USAQUEN	14831
CHAPINERO	13032
SUBA	6828
FONTIBON	1645
KENNEDY	1320
Other values (14)	5357

Length

Max length	18
Median length	14
Mean length	7.5529491
Min length	4

Characters and Unicode

Total characters	324875
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SUBA
2nd row	USAQUEN
3rd row	LOS MARTIRES
4th row	SUBA
5th row	USAQUEN

Common Values

Value	Count	Frequency (%)
USAQUEN	14831	34.5%
CHAPINERO	13032	30.3%
SUBA	6828	15.9%
FONTIBON	1645	3.8%
KENNEDY	1320	3.1%
ENGATIVA	1242	2.9%
TEUSAQUILLO	1144	2.7%
SANTA FE	671	1.6%
BOSA	421	1.0%
PUENTE ARANDA	325	0.8%
Other values (9)	1554	3.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
usaquen	14831	32.6%
chapinero	13032	28.6%
suba	6828	15.0%
fontibon	1645	3.6%
kennedy	1320	2.9%
engativa	1242	2.7%
teusaquillo	1144	2.5%
santa	671	1.5%
fe	671	1.5%
bosa	421	0.9%
Other values (17)	3694	8.1%

Most occurring characters

Value	Count	Frequency (%)
A	43354	13.3%
U	40297	12.4%
N	37357	11.5%
E	35306	10.9%
S	25413	7.8%
O	19600	6.0%
I	19440	6.0%
Q	15975	4.9%
R	15750	4.8%
C	13530	4.2%
Other values (14)	58853	18.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	324875	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	43354	13.3%
U	40297	12.4%
N	37357	11.5%
E	35306	10.9%
S	25413	7.8%
O	19600	6.0%
I	19440	6.0%
Q	15975	4.9%
R	15750	4.8%
C	13530	4.2%
Other values (14)	58853	18.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	324875	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	43354	13.3%
U	40297	12.4%
N	37357	11.5%
E	35306	10.9%
S	25413	7.8%
O	19600	6.0%
I	19440	6.0%
Q	15975	4.9%
R	15750	4.8%
C	13530	4.2%
Other values (14)	58853	18.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	324875	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	43354	13.3%
U	40297	12.4%
N	37357	11.5%
E	35306	10.9%
S	25413	7.8%
O	19600	6.0%
I	19440	6.0%
Q	15975	4.9%
R	15750	4.8%
C	13530	4.2%
Other values (14)	58853	18.1%

barrio
Text

Distinct	1666
Distinct (%)	3.9%
Missing	193
Missing (%)	0.4%
Memory size	2.7 MiB

Length

Max length	51
Median length	43
Mean length	16.504951
Min length	3

Characters and Unicode

Total characters	706742
Distinct characters	40
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	432 ?
Unique (%)	1.0%

Sample

1st row	URB. PICADELLY
2nd row	BARRANCAS PERLAS DEL NORTE
3rd row	SAN VICTORINO
4th row	LA ESTRELLA II
5th row	HORIZONTES USAQUEN

Value	Count	Frequency (%)
s.c	11006	9.1%
chico	6226	5.2%
santa	6124	5.1%
el	5979	5.0%
norte	4659	3.9%
barbara	4059	3.4%
sector	3862	3.2%
la	3542	2.9%
de	2483	2.1%
los	2280	1.9%
Other values (1168)	70253	58.3%

Most occurring characters

Value	Count	Frequency (%)
A	93737	13.3%
	77666	11.0%
R	51688	7.3%
C	51344	7.3%
E	50787	7.2%
I	49078	6.9%
S	47060	6.7%
O	46639	6.6%
L	40487	5.7%
N	40414	5.7%
Other values (30)	157842	22.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	706742	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	93737	13.3%
	77666	11.0%
R	51688	7.3%
C	51344	7.3%
E	50787	7.2%
I	49078	6.9%
S	47060	6.7%
O	46639	6.6%
L	40487	5.7%
N	40414	5.7%
Other values (30)	157842	22.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	706742	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	93737	13.3%
	77666	11.0%
R	51688	7.3%
C	51344	7.3%
E	50787	7.2%
I	49078	6.9%
S	47060	6.7%
O	46639	6.6%
L	40487	5.7%
N	40414	5.7%
Other values (30)	157842	22.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	706742	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	93737	13.3%
	77666	11.0%
R	51688	7.3%
C	51344	7.3%
E	50787	7.2%
I	49078	6.9%
S	47060	6.7%
O	46639	6.6%
L	40487	5.7%
N	40414	5.7%
Other values (30)	157842	22.3%

estacion_tm_cercana
Text

Distinct	146
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Length

Max length	40
Median length	33
Mean length	12.545928
Min length	3

Characters and Unicode

Total characters	539638
Distinct characters	70
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Toberin - Foundever
2nd row	Mazurén
3rd row	De La Sabana
4th row	Portal Suba
5th row	Terminal

Value	Count	Frequency (%)
calle	18248	17.8%
	7024	6.9%
127	3767	3.7%
–	3152	3.1%
portal	3081	3.0%
virrey	2753	2.7%
106	2661	2.6%
sierra	2636	2.6%
pepe	2636	2.6%
100	2610	2.5%
Other values (208)	53950	52.6%

Most occurring characters

Value	Count	Frequency (%)
	59505	11.0%
l	53693	9.9%
e	52522	9.7%
a	51725	9.6%
r	32505	6.0%
o	28859	5.3%
C	22754	4.2%
i	22705	4.2%
1	13449	2.5%
s	12179	2.3%
Other values (60)	189742	35.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	539638	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	59505	11.0%
l	53693	9.9%
e	52522	9.7%
a	51725	9.6%
r	32505	6.0%
o	28859	5.3%
C	22754	4.2%
i	22705	4.2%
1	13449	2.5%
s	12179	2.3%
Other values (60)	189742	35.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	539638	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	59505	11.0%
l	53693	9.9%
e	52522	9.7%
a	51725	9.6%
r	32505	6.0%
o	28859	5.3%
C	22754	4.2%
i	22705	4.2%
1	13449	2.5%
s	12179	2.3%
Other values (60)	189742	35.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	539638	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	59505	11.0%
l	53693	9.9%
e	52522	9.7%
a	51725	9.6%
r	32505	6.0%
o	28859	5.3%
C	22754	4.2%
i	22705	4.2%
1	13449	2.5%
s	12179	2.3%
Other values (60)	189742	35.2%

distancia_estacion_tm_m
Real number (ℝ)

High correlation

Distinct	25713
Distinct (%)	59.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1270.5159

Minimum	4.94
Maximum	7095.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	336.2 KiB

Quantile statistics

Minimum	4.94
5-th percentile	234.29
Q1	578.38
median	1175.52
Q3	1707.92
95-th percentile	2864.532
Maximum	7095.66
Range	7090.72
Interquartile range (IQR)	1129.54

Descriptive statistics

Standard deviation	841.81401
Coefficient of variation (CV)	0.6625765
Kurtosis	2.3527397
Mean	1270.5159
Median Absolute Deviation (MAD)	568.27
Skewness	1.1287687
Sum	54648702
Variance	708650.83
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1399.92	72	0.2%
749.49	39	0.1%
2370.37	38	0.1%
435.9	31	0.1%
1222.24	30	0.1%
3027.75	29	0.1%
848.87	29	0.1%
1518.72	28	0.1%
3307.08	27	0.1%
2883.84	26	0.1%
Other values (25703)	42664	99.2%

Value	Count	Frequency (%)
4.94	1	< 0.1%
5.66	1	< 0.1%
11.83	1	< 0.1%
16.27	1	< 0.1%
17.2	1	< 0.1%
18.93	1	< 0.1%
19.24	4	< 0.1%
21.45	24	0.1%
21.75	1	< 0.1%
22.77	1	< 0.1%

Value	Count	Frequency (%)
7095.66	1	< 0.1%
6727.13	1	< 0.1%
6632.15	1	< 0.1%
6595.42	1	< 0.1%
6590.64	1	< 0.1%
6583.63	2	< 0.1%
6582.46	4	< 0.1%
6580.79	1	< 0.1%
6575.69	1	< 0.1%
6567.34	1	< 0.1%

is_cerca_estacion_tm
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

0	34002
1	9011

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	43013
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	34002	79.1%
1	9011	20.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	34002	79.1%
1	9011	20.9%

Most occurring characters

Value	Count	Frequency (%)
0	34002	79.1%
1	9011	20.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	43013	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	34002	79.1%
1	9011	20.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	43013	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	34002	79.1%
1	9011	20.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	43013	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	34002	79.1%
1	9011	20.9%

parque_cercano
Text

Distinct	176
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.5 MiB

Length

Max length	84
Median length	63
Mean length	36.007207
Min length	19

Characters and Unicode

Total characters	1548778
Distinct characters	40
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10 ?
Unique (%)	< 0.1%

Sample

1st row	PARQUE VECINAL DESARROLLO CANTALEJO URBANIZACIÓN CANTALEJO MANZANA B
2nd row	PARQUE ZONAL ALTA BLANCA
3rd row	PARQUE METROPOLITANO TERCER MILENIO
4th row	PARQUE ZONAL LA GAITANA
5th row	PARQUE VECINAL DESARROLLO VERBENAL I

Value	Count	Frequency (%)
parque	44093	19.7%
vecinal	16608	7.4%
zonal	16091	7.2%
el	15578	7.0%
urbanización	12503	5.6%
metropolitano	9817	4.4%
country	6818	3.0%
la	6007	2.7%
ii	5203	2.3%
cabrera	3972	1.8%
Other values (280)	87044	38.9%

Most occurring characters

Value	Count	Frequency (%)
A	199300	12.9%
	180721	11.7%
E	134299	8.7%
R	123623	8.0%
N	114916	7.4%
I	101518	6.6%
O	95672	6.2%
L	90921	5.9%
U	76084	4.9%
C	68544	4.4%
Other values (30)	363180	23.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1548778	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	199300	12.9%
	180721	11.7%
E	134299	8.7%
R	123623	8.0%
N	114916	7.4%
I	101518	6.6%
O	95672	6.2%
L	90921	5.9%
U	76084	4.9%
C	68544	4.4%
Other values (30)	363180	23.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1548778	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	199300	12.9%
	180721	11.7%
E	134299	8.7%
R	123623	8.0%
N	114916	7.4%
I	101518	6.6%
O	95672	6.2%
L	90921	5.9%
U	76084	4.9%
C	68544	4.4%
Other values (30)	363180	23.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1548778	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	199300	12.9%
	180721	11.7%
E	134299	8.7%
R	123623	8.0%
N	114916	7.4%
I	101518	6.6%
O	95672	6.2%
L	90921	5.9%
U	76084	4.9%
C	68544	4.4%
Other values (30)	363180	23.4%

distancia_parque_m
Real number (ℝ)

High correlation

Distinct	24931
Distinct (%)	58.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	808.88477

Minimum	0.22
Maximum	6276.51
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	336.2 KiB

Quantile statistics

Minimum	0.22
5-th percentile	193.73
Q1	470.14
median	750.14
Q3	1087.73
95-th percentile	1622.3
Maximum	6276.51
Range	6276.29
Interquartile range (IQR)	617.59

Descriptive statistics

Standard deviation	447.79621
Coefficient of variation (CV)	0.55359704
Kurtosis	3.8796945
Mean	808.88477
Median Absolute Deviation (MAD)	304.92
Skewness	0.99911752
Sum	34792560
Variance	200521.45
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
659.47	75	0.2%
633.65	38	0.1%
1242.57	34	0.1%
491.47	33	0.1%
37.94	31	0.1%
1423.34	30	0.1%
689.83	30	0.1%
920.39	29	0.1%
1830.58	27	0.1%
674.84	27	0.1%
Other values (24921)	42659	99.2%

Value	Count	Frequency (%)
0.22	4	< 0.1%
0.27	2	< 0.1%
4.66	1	< 0.1%
10.15	1	< 0.1%
10.27	1	< 0.1%
12.51	1	< 0.1%
12.85	1	< 0.1%
13.41	2	< 0.1%
13.76	6	< 0.1%
13.82	1	< 0.1%

Value	Count	Frequency (%)
6276.51	1	< 0.1%
6168.02	1	< 0.1%
5996.9	1	< 0.1%
5865.3	1	< 0.1%
5647.13	1	< 0.1%
4876.81	2	< 0.1%
4844.48	1	< 0.1%
4793.97	2	< 0.1%
4737.57	3	< 0.1%
4719.71	1	< 0.1%

is_cerca_parque
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

0	31183
1	11830

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	43013
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	31183	72.5%
1	11830	27.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	31183	72.5%
1	11830	27.5%

Most occurring characters

Value	Count	Frequency (%)
0	31183	72.5%
1	11830	27.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	43013	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	31183	72.5%
1	11830	27.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	43013	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	31183	72.5%
1	11830	27.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	43013	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	31183	72.5%
1	11830	27.5%

Interactions

Correlations

	administracion	antiguedad	area	ascensor	banos	conjunto_cerrado	coords_modified	distancia_estacion_tm_m	distancia_parque_m	estado	estrato	gimnasio	habitaciones	is_cerca_estacion_tm	is_cerca_parque	jacuzzi	latitud	localidad	longitud	parqueaderos	piscina	precio_arriendo	precio_venta	terraza	tipo_operacion	tipo_propiedad	vigilancia	website
administracion	1.000	0.000	0.846	0.011	0.758	0.000	0.000	0.113	0.080	1.000	0.772	0.014	0.385	0.000	0.013	0.026	-0.120	0.000	0.440	0.798	0.026	0.838	0.888	0.000	0.017	0.000	0.008	0.000
antiguedad	0.000	1.000	0.000	0.120	0.103	0.126	0.030	0.061	0.035	1.000	0.088	0.270	0.134	0.075	0.036	0.026	0.079	0.102	0.079	0.088	0.212	0.001	0.000	0.011	0.080	0.023	0.050	0.052
area	0.846	0.000	1.000	0.000	0.868	0.000	0.000	0.140	0.047	0.000	0.678	0.000	0.635	0.000	0.000	0.000	-0.004	0.000	0.397	0.821	0.000	0.865	0.913	0.000	0.000	0.000	0.000	0.000
ascensor	0.011	0.120	0.000	1.000	0.204	0.037	0.000	0.056	0.070	0.041	0.295	0.260	0.050	0.007	0.048	0.098	0.158	0.247	0.231	0.206	0.151	0.006	0.007	0.041	0.063	0.052	0.193	0.178
banos	0.758	0.103	0.868	0.204	1.000	0.078	0.000	0.127	0.071	0.067	0.623	0.198	0.607	0.127	0.034	0.243	0.048	0.213	0.375	0.778	0.144	0.811	0.821	0.019	0.143	0.023	0.173	0.164
conjunto_cerrado	0.000	0.126	0.000	0.037	0.078	1.000	0.022	0.109	0.021	0.013	0.094	0.243	0.109	0.059	0.000	0.090	0.175	0.168	0.129	0.017	0.159	0.000	0.012	0.031	0.118	0.037	0.162	0.137
coords_modified	0.000	0.030	0.000	0.000	0.000	0.022	1.000	0.082	0.066	0.008	0.050	0.000	0.024	0.043	0.041	0.000	0.063	0.094	0.107	0.000	0.006	0.000	0.000	0.000	0.005	0.000	0.000	0.018
distancia_estacion_tm_m	0.113	0.061	0.140	0.056	0.127	0.109	0.082	1.000	0.158	0.073	0.116	0.089	0.145	0.780	0.189	0.080	0.170	0.317	0.462	0.113	0.091	0.138	0.089	0.017	0.038	0.012	0.061	0.175
distancia_parque_m	0.080	0.035	0.047	0.070	0.071	0.021	0.066	0.158	1.000	0.040	0.133	0.028	0.004	0.059	0.778	0.034	0.125	0.132	0.223	0.090	0.061	0.002	0.075	0.000	0.036	0.009	0.029	0.046
estado	1.000	1.000	0.000	0.041	0.067	0.013	0.008	0.073	0.040	1.000	0.061	0.061	0.059	0.007	0.012	0.015	0.053	0.072	0.064	0.073	0.045	1.000	0.000	1.000	0.056	1.000	0.015	1.000
estrato	0.772	0.088	0.678	0.295	0.623	0.094	0.050	0.116	0.133	0.061	1.000	0.170	0.175	0.198	0.093	0.115	-0.015	0.415	0.531	0.704	0.082	0.806	0.773	0.036	0.077	0.088	0.202	0.294
gimnasio	0.014	0.270	0.000	0.260	0.198	0.243	0.000	0.089	0.028	0.061	0.170	1.000	0.073	0.032	0.028	0.157	0.123	0.138	0.132	0.188	0.362	0.010	0.011	0.005	0.079	0.025	0.192	0.065
habitaciones	0.385	0.134	0.635	0.050	0.607	0.109	0.024	0.145	0.004	0.059	0.175	0.073	1.000	0.149	0.050	0.166	0.110	0.118	0.087	0.445	0.088	0.441	0.411	0.150	0.164	0.224	0.071	0.072
is_cerca_estacion_tm	0.000	0.075	0.000	0.007	0.127	0.059	0.043	0.780	0.059	0.007	0.198	0.032	0.149	1.000	0.018	0.017	0.253	0.358	0.471	0.102	0.028	0.000	0.000	0.000	0.024	0.018	0.033	0.024
is_cerca_parque	0.013	0.036	0.000	0.048	0.034	0.000	0.041	0.189	0.778	0.012	0.093	0.028	0.050	0.018	1.000	0.015	0.283	0.251	0.157	0.038	0.015	0.008	0.000	0.000	0.044	0.016	0.008	0.026
jacuzzi	0.026	0.026	0.000	0.098	0.243	0.090	0.000	0.080	0.034	0.015	0.115	0.157	0.166	0.017	0.015	1.000	0.067	0.074	0.087	0.145	0.182	0.045	0.029	0.002	0.049	0.006	0.079	0.029
latitud	-0.120	0.079	-0.004	0.158	0.048	0.175	0.063	0.170	0.125	0.053	-0.015	0.123	0.110	0.253	0.283	0.067	1.000	0.610	0.368	0.048	0.090	-0.055	-0.116	0.028	0.092	0.034	0.122	0.214
localidad	0.000	0.102	0.000	0.247	0.213	0.168	0.094	0.317	0.132	0.072	0.415	0.138	0.118	0.358	0.251	0.074	0.610	1.000	0.582	0.258	0.133	0.000	0.000	0.038	0.119	0.070	0.180	0.322
longitud	0.440	0.079	0.397	0.231	0.375	0.129	0.107	0.462	0.223	0.064	0.531	0.132	0.087	0.471	0.157	0.087	0.368	0.582	1.000	0.434	0.117	0.465	0.423	0.039	0.049	0.073	0.171	0.313
parqueaderos	0.798	0.088	0.821	0.206	0.778	0.017	0.000	0.113	0.090	0.073	0.704	0.188	0.445	0.102	0.038	0.145	0.048	0.258	0.434	1.000	0.098	0.846	0.838	0.031	0.081	0.029	0.165	0.143
piscina	0.026	0.212	0.000	0.151	0.144	0.159	0.006	0.091	0.061	0.045	0.082	0.362	0.088	0.028	0.015	0.182	0.090	0.133	0.117	0.098	1.000	0.035	0.000	0.007	0.065	0.011	0.061	0.043
precio_arriendo	0.838	0.001	0.865	0.006	0.811	0.000	0.000	0.138	0.002	1.000	0.806	0.010	0.441	0.000	0.008	0.045	-0.055	0.000	0.465	0.846	0.035	1.000	0.853	1.000	0.091	1.000	0.016	1.000
precio_venta	0.888	0.000	0.913	0.007	0.821	0.012	0.000	0.089	0.075	0.000	0.773	0.011	0.411	0.000	0.000	0.029	-0.116	0.000	0.423	0.838	0.000	0.853	1.000	0.000	0.000	0.000	0.012	0.000
terraza	0.000	0.011	0.000	0.041	0.019	0.031	0.000	0.017	0.000	1.000	0.036	0.005	0.150	0.000	0.000	0.002	0.028	0.038	0.039	0.031	0.007	1.000	0.000	1.000	0.023	0.180	0.037	0.231
tipo_operacion	0.017	0.080	0.000	0.063	0.143	0.118	0.005	0.038	0.036	0.056	0.077	0.079	0.164	0.024	0.044	0.049	0.092	0.119	0.049	0.081	0.065	0.091	0.000	0.023	1.000	0.021	0.029	0.104
tipo_propiedad	0.000	0.023	0.000	0.052	0.023	0.037	0.000	0.012	0.009	1.000	0.088	0.025	0.224	0.018	0.016	0.006	0.034	0.070	0.073	0.029	0.011	1.000	0.000	0.180	0.021	1.000	0.048	0.294
vigilancia	0.008	0.050	0.000	0.193	0.173	0.162	0.000	0.061	0.029	0.015	0.202	0.192	0.071	0.033	0.008	0.079	0.122	0.180	0.171	0.165	0.061	0.016	0.012	0.037	0.029	0.048	1.000	0.163
website	0.000	0.052	0.000	0.178	0.164	0.137	0.018	0.175	0.046	1.000	0.294	0.065	0.072	0.024	0.026	0.029	0.214	0.322	0.313	0.143	0.043	1.000	0.000	0.231	0.104	0.294	0.163	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	_id	codigo	tipo_propiedad	tipo_operacion	precio_venta	area	habitaciones	banos	administracion	parqueaderos	sector	estrato	antiguedad	latitud	longitud	direccion	descripcion	website	last_view	datetime	url	timeline	estado	compañia	precio_arriendo	piso	closets	gimnasio	conjunto_cerrado	terraza	coords_modified	localidad	barrio	estacion_tm_cercana	distancia_estacion_tm_m	is_cerca_estacion_tm	parque_cercano	distancia_parque_m	is_cerca_parque
0	66d86c7eceda690e85508760	4133491	APARTAMENTO	VENTA	339000000.0	76.0	3.0	2.0	300000.0	1.0	BRITALIA	3.0	ENTRE 10 Y 20 ANOS	4.746592	-74.057571	CARRERA 55A # 163-35	apartamento en venta de 76m2, con vista exterior, ubicado en un 1er piso (torre 4 apto 101), parqueadero propio cubierto (149). consta de 3 habitaciones, 2 banos, sala comedor, cocina integral y zona de lavanderia. tiene piso ceramico en habitaciones y zona social y ceramico en banos y cocina. el conjunto cuenta con zona social, parque infantil, zona verde, salon comunal y vigilancia privada las 24 horas. cerca a centro comercial arizona; cerca a almacenes de cadena como carulla, d1, ara y olimpica; cerca a colegio colombo brighton y el vaticano; cerca a paraderos del sitp; vias de acceso por la carrera 55a calle 163.	habi.co	2024-08-13 10:34:47.315	2024-07-03 23:27:30.843	https://habi.co/page-data/venta-apartamentos/16819095321/picadilly---apartamento-venta-britalia-suba/page-data.json	[{'fecha': {'$date': '2024-07-03T23:27:30.843Z'}, 'precio_venta': 346000000}, {'fecha': {'$date': '2024-08-01T23:50:13.928Z'}, 'precio_venta': 339000000}]	NaN	NaN	NaN	NaN	NaN	0.0	1.0	0.0	False	SUBA	URB. PICADELLY	Toberin - Foundever	1142.45	0	PARQUE VECINAL DESARROLLO CANTALEJO URBANIZACIÓN CANTALEJO MANZANA B	426.09	1
1	66d86c7eceda690e85508761	3889852	APARTAMENTO	VENTA	223000000.0	63.0	3.0	2.0	NaN	0.0	SAN CRISTOBAL NORTE	3.0	MAS DE 20 ANOS	4.730111	-74.028170	CARRERA 7F # 153 - 75	apartamento en venta de 60m2, con vista interior, ubicado en un 5to piso ( apto 506), acceso por escaleras. consta de 3 habitaciones, 2 banos, sala comedor, cocina integral y zona de lavanderia. tiene piso laminado en habitaciones y ceramico en zona social, banos y cocina. el edificio cuenta con parque infantil, zona social, salon comunal y vigilancia privada las 24 horas. cerca a centro comercial mediterraneo; cerca a almacenes de cadena exito, colsubsidio, tienda d1, tienda ara; cerca a colegio institucion educativa distrital agustin fernandez; cerca a paraderos del sitp; vias de acceso por la calle 153y carrera 7f. valor de administracion por confirmar	habi.co	2024-09-03 23:46:46.547	2024-07-03 23:27:31.667	https://habi.co/page-data/venta-apartamentos/14791711508/santander-apartamento-venta-barrancas-usaquen/page-data.json	[]	NaN	NaN	NaN	NaN	NaN	0.0	0.0	0.0	False	USAQUEN	BARRANCAS PERLAS DEL NORTE	Mazurén	2384.89	0	PARQUE ZONAL ALTA BLANCA	472.47	1
2	66d86c7eceda690e85508762	4386770	APARTAMENTO	VENTA	440898168.0	54.0	3.0	2.0	305000.0	0.0	LA SABANA	3.0	ENTRE 0 Y 5 ANOS	4.607378	-74.082648	CARRERA 69C #2 - 60	apartamento en venta de 54m2, con vista exterior, ubicado en un 6to piso (torre 3 apto 609), acceso por escaleras y ascensor. consta de 3 habitaciones, 2 banos, sala comedor, cocina integral y zona de lavanderia. tiene piso ceramico en todas sus zonas. el conjunto cuenta con zona para ninos, zonas verdes, salon comunal y vigilancia privada las 24 horas. cerca a centros comerciales como ciudad tintal y tintal plaza; cerca a almacenes de cadena como colsubsidio, exito y d1; cerca a colegio agustiniano tagaste y psicopedagogico san sebastian; cerca a universidad publica de kennedy y universidad distrital; cerca a estacion de transmilenio biblioteca el tintal; con vias de acceso por la calle 7 y la carrera 87b.	habi.co	2024-07-10 18:19:39.749	2024-07-03 23:27:31.886	https://habi.co/page-data/venta-apartamentos/19859100545/sabana-central---apartamento-venta-hipotecho-sur-kennedy/page-data.json	[]	NaN	NaN	NaN	NaN	NaN	0.0	1.0	0.0	False	LOS MARTIRES	SAN VICTORINO	De La Sabana	232.22	1	PARQUE METROPOLITANO TERCER MILENIO	961.29	0
3	66d86c7eceda690e85508763	4210060	APARTAMENTO	VENTA	158000000.0	43.0	2.0	2.0	106600.0	0.0	TIBABUYES	2.0	ENTRE 10 Y 20 ANOS	4.740109	-74.113675	CALLE 131C # 126-95	apartamento en venta de 43 m2, con vista interior, ubicado en un 4to piso (torre 21 apto 402), acceso por escaleras. consta de 2 habitaciones, 2 bano, sala comedor, cocina integral y zona de lavanderia. tiene piso ceramico en todas sus zonas. el conjunto cuenta con parque infantil, salon comunal, zonas verdes y vigilancia privada las 24 horas. cerca a centro comercial plaza imperial; cerca a almacenes de cadena tienda d1, surtimax; cerca a colegio nueva colombia ied sede b; cerca a paraderos del sitp vias de acceso por la carrera 129 y calle 131c	habi.co	2024-07-10 18:19:03.061	2024-07-03 23:27:32.141	https://habi.co/page-data/venta-apartamentos/17650931786/condominio-1-suba---apartamento-venta-tibabuyes-suba/page-data.json	[]	NaN	NaN	NaN	NaN	NaN	0.0	1.0	0.0	False	SUBA	LA ESTRELLA II	Portal Suba	2275.08	0	PARQUE ZONAL LA GAITANA	539.98	0
4	66d86c7eceda690e85508764	4063762	APARTAMENTO	VENTA	222800000.0	48.0	3.0	2.0	151000.0	0.0	VERBENAL	3.0	MAS DE 20 ANOS	4.763900	-74.025280	CARRERA 5 # 187-15	apartamento duplex en venta de 48m2, con vista exterior, ubicado en un 2do piso (torre 10b apto 201), acceso por escaleras. consta de 3 habitaciones, 2 banos, sala comedor, cocina integral y zona de lavanderia. tiene piso laminado en habitaciones y ceramica en zona social, banos y cocina. el conjunto cuenta con zonas verdes, zona para ninos, zonas verdes y salon comunal y vigilancia privada las 24 horas. cerca a centro comercial multiplaza 183; cerca a almacenes de cadena surtimax, d1 y ara; cerca a colegio fundacion la ensenanza; cerca a paraderos del sitp; vias de acceso por la calle 187b y cra 5.a.	habi.co	2024-09-03 23:46:46.592	2024-07-03 23:27:32.361	https://habi.co/page-data/venta-apartamentos/16197048374/belhorizonte---apartamento-duplex-venta-horizontes-usaquen/page-data.json	[]	NaN	NaN	NaN	NaN	NaN	0.0	1.0	0.0	False	USAQUEN	HORIZONTES USAQUEN	Terminal	2099.16	0	PARQUE VECINAL DESARROLLO VERBENAL I	1661.14	0
5	66d86c7eceda690e85508765	4006619	APARTAMENTO	VENTA	128900000.0	47.0	2.0	1.0	86500.0	0.0	TINTAL SUR	2.0	ENTRE 10 Y 20 ANOS	4.632698	-74.198111	CARRERA 95 # 65-49SUR	apartamento en venta de 47m2, con vista interior, ubicado en un 6to piso (apto 628), acceso por escaleras, parqueadero comunal. consta de 2 habitaciones, 1 bano, sala comedor, cocina integral y zona de lavanderia. tiene piso laminado en habitaciones y zona social y ceramico en banos y cocina. el conjunto cuenta con zonas verdes, zona infantil, y vigilancia privada las 24 horas. cerca a centro comercial metro recreo, metro bosa; cerca a almacenes de cadena como d1 y ara; cerca a colegio gimnasio real americano, colegio plaza logistica; cerca a universidad distrital francisco jose de caldas sede bosa; cerca a estacion de transmilenio portal americas; vias de acceso por la carrera 95a y la calle 63 sur.	habi.co	2024-08-13 10:34:39.684	2024-07-03 23:27:32.582	https://habi.co/page-data/venta-apartamentos/15837762206/miranda-apartamentos---apartamento-venta-ciudadela-recreo-2-bosa/page-data.json	[]	NaN	NaN	NaN	NaN	NaN	0.0	1.0	0.0	False	BOSA	S.C. SAN BERNARDINO XVI	Portal Américas	2800.97	0	PARQUE VECINAL URBANIZACIÓN SANTIAGO DE ATALAYAS	404.78	1
6	66d86c7eceda690e85508766	4245218	APARTAMENTO	VENTA	190000000.0	38.0	2.0	1.0	178600.0	0.0	SUBA	3.0	ENTRE 5 Y 10 ANOS	4.753458	-74.093288	CALLE 152B # 104 - 50	apartamento en venta de 38m2, con vista interior, ubicado en un 1mer piso (torre 6 apto 103), acceso por ascensor, parqueadero comunal. consta de 2 habitaciones, 1 bano, sala comedor, cocina integral y zona de lavanderia. tiene piso ceramico en todas sus zonas. el conjunto cuenta con salon social, terraza bbq, gimnasio, parque infantil y vigilancia privada las 24 horas. cerca a centro comercial plaza imperial; cerca a almacenes de cadena como zapatoca, d1, exito; cerca a colegio ciedi; cerca a universidad uniagustiniana, corpas; cerca a estacion de transmilenio portal de suba y paraderos del sitp; vias de acceso por avenida ciudad de cali y calle 152b.	habi.co	2024-08-18 14:49:40.472	2024-07-03 23:27:32.806	https://habi.co/page-data/venta-apartamentos/18031830585/bellavista-imperial---apartamento-venta-tibabuyes-suba/page-data.json	[]	NaN	NaN	NaN	NaN	NaN	0.0	1.0	1.0	False	SUBA	PINOS DE LOMBARDIA	Portal Suba	746.74	0	PARQUE VECINAL URBANIZACIÓN VALLE DE REFOUS	664.93	0
7	66d86c7eceda690e85508767	4183584	APARTAMENTO	VENTA	149000000.0	37.0	2.0	1.0	160000.0	0.0	SUBA	3.0	ENTRE 10 Y 20 ANOS	4.759587	-74.100971	AVENIDA CALLE 153 # 115-80	apartamento en venta de 37m2, con vista exterior, ubicado en un 4to piso (torre 10 apto 402), acceso por escaleras. consta de 2 habitaciones, 1 bano, sala comedor, cocina integral y zona de lavanderia. tiene piso ceramico en todas sus zonas. el conjunto cuenta con zonas verdes, parque infantil, zona social y vigilancia privada las 24 horas. cerca a centros comerciales como plaza imperial; cerca a almacenes de cadena como surtimax, tienda d1, tienda ara; cerca a colegio el salitre suba - sede c; cerca a paraderos del sitp; vias de acceso por la carrera 111a y avenida calle 153.	habi.co	2024-07-07 11:10:46.793	2024-07-03 23:27:33.025	https://habi.co/page-data/venta-apartamentos/17400764718/bosques-camino-verde---apartamento-venta-compartir-suba/page-data.json	[]	NaN	NaN	NaN	NaN	NaN	0.0	1.0	0.0	False	SUBA	URB. CAMINO VERDE	Portal Suba	1602.07	0	PARQUE VECINAL CIUDADELA CAFAM ANTES URBANIZACIÓN PUERTO SOL	1309.04	0
8	66d86c7eceda690e85508768	2140282	APARTAMENTO	VENTA	350000000.0	51.0	1.0	2.0	NaN	1.0	CHAPINERO	4.0	ENTRE 5 Y 10 ANOS	4.603247	-74.118735	CARRERA 13 #40B - 74	apartamento en venta de 51m2, con vista interior, ubicado en un 2do piso ( apto 219), acceso por ascensor, parqueadero propio cubierto (21). consta de 1 habitacion, 2 banos, sala comedor, cocina integral y zona de lavanderia. tiene piso laminado en habitaciones, zona social y ceramico en banos y cocina. el edificio cuenta con salon comunal, zonas verdes, zona bbq, terraza, gimnasio y vigilancia privada las 24 horas. cerca a centro comercial san martin; cerca a almacenes de cadena como exito, d1 y oxxo; cerca a colegio champagnat; cerca a universidad javeriana; cerca a estacion de transmilenio avenida 39 y paraderos del sitp; vias de acceso por avenida carrera 7 y avenida caracas. valor de administracion por confirmar	habi.co	2024-09-03 23:46:38.779	2024-07-03 23:27:33.270	https://habi.co/page-data/venta-apartamentos/7865808925/tekto-san-marcos-apartamento-venta-magdalena-teusaquillo/page-data.json	[{'fecha': {'$date': '2024-07-03T23:27:33.270Z'}, 'precio_venta': 366000000}, {'fecha': {'$date': '2024-08-18T14:48:41.970Z'}, 'precio_venta': 350000000}]	NaN	NaN	NaN	NaN	NaN	1.0	1.0	1.0	False	PUENTE ARANDA	CIUDAD MONTES III SECTOR	NQS - Calle 30 S	944.98	0	PARQUE ZONAL CIUDAD MONTES	396.59	1
9	66d86c7eceda690e85508769	2152996	CASA CON CONJUNTO CERRADO	VENTA	190000000.0	57.0	2.0	1.0	155000.0	0.0	GARCES NAVAS	2.0	ENTRE 10 Y 20 ANOS	4.721302	-74.134498	DIAGONAL 77 # 123 A - 88	casa en venta de 57m2, con vista exterior, (casa13), acceso directo desde el exterior. casa en obra gris consta de 2 habitaciones, 1 bano, sala comedor, cocina integral y zona de lavanderia. el conjunto cuenta con salon social, terraza bbq, parque infantil y vigilancia privada las 24 horas. cerca a centro comercial unicentro de occidente cerca a almacenes de cadena como carulla y exito; cerca a colegio catolico de la sabana; cerca a paraderos del sitp; vias de acceso por la calle 80 y diagonal 77.	habi.co	2024-09-03 23:46:32.368	2024-07-03 23:27:33.493	https://habi.co/page-data/venta-apartamentos/7900245689/quintas-sabana-2-casa-venta-dorado-engativa/page-data.json	[]	NaN	NaN	NaN	NaN	NaN	0.0	0.0	1.0	False	ENGATIVA	EL GACO - EL PORVENIR (PREDIO)	Portal 80	2948.93	0	PARQUE METROPOLITANO PLANTA DE TRATAMIENTO SALITRE	1227.52	0

	_id	codigo	tipo_propiedad	tipo_operacion	precio_venta	area	habitaciones	banos	administracion	parqueaderos	sector	estrato	antiguedad	latitud	longitud	direccion	descripcion	website	last_view	datetime	url	timeline	estado	compañia	precio_arriendo	piso	closets	gimnasio	ascensor	conjunto_cerrado	piscina	coords_modified	localidad	barrio	estacion_tm_cercana	distancia_estacion_tm_m	is_cerca_estacion_tm	parque_cercano	distancia_parque_m	is_cerca_parque
43003	66d86ebfceda690e85512f5b	4357929	APARTAMENTO	VENTA	4.980000e+08	84.00	3.0	2.0	379000.0	1.0	LA URIBE	4.0	ENTRE 10 Y 20 ANOS	4.754657	-74.037231	CARRERA 17 #173-52	apartamento en venta de 84m2, con vista interior, ubicado en un 16avo piso (torre 1 apto 1601), parqueadero propio cubierto (218). consta de 3 habitaciones, 2 banos, sala comedor, balcon (1m2) cocina integral y zona de lavanderia. tiene piso laminado en habitaciones y zona social y piso ceramico en banos y cocina. el conjunto cuenta con salon comunal, gimnasio, parque infantil, zonas verdes y vigilancia privada las 24 horas. cerca a centro comercial 184 y centro comercial panama; cerca a almacenes de cadena como exito, carulla, tiendas d1 y ara; cerca a colegio calasanz y colegio eucaristico villa guadalupe; cerca a estacion de transmilenio portal norte y transmilenio calle 187; vias de acceso por la calle 170 y la carrera 15.	habi.co	2024-09-03 23:46:34.665	2024-09-03 23:46:34.665	https://habi.co/page-data/venta-apartamentos/19413080441/moraika---apartamento-venta-uribe-usaquen/page-data.json	NaN	NaN	NaN	NaN	NaN	NaN	1.0	0.0	1.0	0.0	False	USAQUEN	CANAPRO	Portal Norte	975.62	0	PARQUE VECINAL URBANIZACIÓN CALLE 170 / ALAMEDA	108.84	1
43004	66d86ebfceda690e85512f5c	4518221	APARTAMENTO	VENTA	1.941300e+08	47.00	2.0	1.0	173999.0	0.0	TIMIZA	3.0	ENTRE 5 Y 10 ANOS	4.605351	-74.149984	CARRERA 72J # 42 35 SUR	apartamento en venta de 47m2, con vista exterior, ubicado en un 9degno piso (torre 1 apto 904), acceso por escaleras y ascensor. consta de 2 habitaciones, 1 bano, sala comedor, cocina integral y zona de lavanderia. tiene piso laminado en habitaciones y zona social y ceramico en banos y cocina. el conjunto cuenta con vigilancia privada las 24 horas. cerca a centro comercial paseo villa del rio; cerca a almacenes de cadena como ara; cerca a colegio santo domingo bilingue; cerca a universidad del tolima; cerca a paraderos del sitp; vias de acceso por la carrera 72j y calle 42.	habi.co	2024-09-03 23:46:34.693	2024-09-03 23:46:34.693	https://habi.co/page-data/venta-apartamentos/21802649354/marconi---apartamento-venta-santa-catalina-kennedy/page-data.json	NaN	NaN	NaN	NaN	NaN	NaN	0.0	0.0	1.0	0.0	False	KENNEDY	MORABIA II	Sevillana	1175.50	0	PARQUE VECINAL LA ALEJANDRA	232.86	1
43005	66d86ebfceda690e85512f5d	2494474	APARTAMENTO	VENTA	1.370000e+08	47.00	3.0	1.0	62000.0	0.0	TINTAL SUR	2.0	ENTRE 5 Y 10 ANOS	4.628769	-74.212831	CALLE 84SUR # 96 - 85	apartamento en venta de 47m2, con vista interior, ubicado en un 3er piso (torre 12 apto 304). consta de 2 habitaciones, 1 bano, sala comedor, cocina, estudio y zona de lavanderia. tiene piso ceramico en todas sus zonas. el conjunto cuenta con salon social, parque infantil zonas verdes, parqueadero comunal y vigilancia privada las 24 horas. cerca a centros comerciales como prado verde y metrorecreo; cerca a almacenes de cadena como ara y d1; cerca a colegios como campo verde y parques de bogota; estaciones de transmilenio como portal americas; vias de acceso por la calle 84 sur y carrera 96.	habi.co	2024-09-03 23:46:34.721	2024-09-03 23:46:34.721	https://habi.co/page-data/venta-apartamentos/8918205840/aliso-parques-bogota---apartamento-venta-campo-verde-bosa/page-data.json	NaN	NaN	NaN	NaN	NaN	NaN	0.0	0.0	1.0	0.0	False	BOSA	S.C. SAN BERNARDINO XXII	Portal Américas	4408.60	0	PARQUE VECINAL URBANIZACIÓN PORTAL DEL SOL	905.81	0
43006	66d86ebfceda690e85512f5e	4274786	APARTAMENTO	VENTA	1.210000e+08	35.00	2.0	1.0	76200.0	0.0	CALANDAIMA	2.0	ENTRE 10 Y 20 ANOS	4.648645	-74.171201	CARRERA 97F # 34A SUR-30	apartamento en venta de 35m2, con vista interior, ubicado en un 2do piso (torre 24 apto 202), acceso por escaleras. consta de 2 habitaciones, 1 bano, sala comedor, cocina integral y zona de lavanderia. tiene piso ceramico en todas sus zonas. el conjunto cuenta cuenta con parque infantil, zonas verdes, salon social y vigilancia privada las 24 horas. cerca a centro comercial tintal plaza; cerca a almacenes de cadena comotienda d1, tienda ara, colsubsidio; cerca al colegio colegio codema ied; cerca a paraderos del sitp; vias de acceso por la calle 26 sur y carrera 97f.	habi.co	2024-09-03 23:46:35.496	2024-09-03 23:46:35.497	https://habi.co/page-data/venta-apartamentos/18309424453/tierra-buena---apartamento-venta-bogota-kennedy/page-data.json	NaN	NaN	NaN	NaN	NaN	NaN	0.0	0.0	1.0	0.0	False	KENNEDY	LOS CONDOMINIOS DETIERRA BUENA I	Biblioteca Tintal	1776.06	0	PARQUE VECINAL PRIMAVERA	876.37	0
43007	66d86ebfceda690e85512f5f	4409301	APARTAMENTO	VENTA	1.300000e+08	37.00	2.0	1.0	77000.0	0.0	EL PORVENIR	2.0	ENTRE 10 Y 20 ANOS	4.641467	-74.186482	CALLE 52SUR # 97C - 20	apartamento en venta de 37m2, con vista interior, ubicado en un 5to piso (torre 7 apto 504), acceso por escalera, parqueadero comunal. consta de 2 habitaciones, 1 bano, sala comedor, cocina integral y zona de lavanderia. tiene piso ceramico en habitaciones, zona social, bano y cocina. el conjunto cancha de futbol, parque para ninos, bicicletero, salon comunal y vigilancia privada las 24 horas. cerca a centro comercial trebolis el porvenir; cerca a almacenes de cadena ara; cerca a colegio ciudadela educativa ; cerca a universidad distrital francisco jose de caldas sede bosa el porvenir; cerca a paraderos sitp; vias de acceso por la calle 52sur y carrera 97c.	habi.co	2024-09-03 23:46:36.480	2024-09-03 23:46:36.480	https://habi.co/page-data/venta-apartamentos/20198398992/reservado-3---apartamento-venta-reservado-bosa/page-data.json	NaN	NaN	NaN	NaN	NaN	NaN	0.0	0.0	1.0	0.0	False	BOSA	S.C OSORIO DIEZ	Portal Américas	2004.86	0	PARQUE METROPOLITANO PORVENIR	301.87	1
43008	66d86ebfceda690e85512f60	4323513	APARTAMENTO	VENTA	1.900000e+08	49.00	3.0	2.0	204624.0	0.0	SUBA	2.0	ENTRE 10 Y 20 ANOS	4.754530	-74.080902	CALLE 157A # 92 - 06	apartamento en venta de 49m2, con vista interior, ubicado en un 7mo piso (torre 3 apto 720), acceso por ascensor. consta de 3 habitaciones, 2 banos, sala comedor, cocina y zona de lavanderia. tiene piso laminado en habitaciones ceramico en banos y cocina. el conjunto cuenta con salon comunal, parque infantil, parqueadero comunal y vigilancia privada las 24 horas. cerca a centro comercial centro suba; cerca a almacenes de cadena d1, ara, jumbo; cerca a colegio el salitre suba; cerca a estacion de transmilenio av. suba; vias de acceso por la carrera 92 y calle 157.	habi.co	2024-09-03 23:46:41.728	2024-09-03 23:46:41.728	https://habi.co/page-data/venta-apartamentos/18874824326/sol-plata---apartamento-venta-salitre-suba-suba/page-data.json	NaN	NaN	NaN	NaN	NaN	NaN	1.0	0.0	1.0	0.0	False	SUBA	URB. OVIEDO	Portal Suba	1712.71	0	PARQUE ZONAL CAMPO VERDE	198.03	1
43009	66d86ebfceda690e85512f61	4345085	APARTAMENTO	VENTA	3.220000e+08	66.00	3.0	2.0	277400.0	1.0	EL RINCON	4.0	ENTRE 10 Y 20 ANOS	4.742568	-74.092140	CARRERA 100A # 141 - 10	apartamento en venta de 61m2, con vista interior, ubicado en un 3er piso (torre h apto 302), acceso por ascensor, parqueadero propio cubierto (133). consta de 3 habitaciones, 2 banos, sala comedor, cocina integral y zona de lavanderia. tiene piso ceramico en todas sus zonas. el conjunto cuenta con zona social, salon comunal, guarderia infantil, zona de juegos y vigilancia privada las 24 horas. cerca a centro comercial plaza imperial; cerca a almacenes de cadena, tienda d1, jumbo, exito, olimpica; cerca a colegio filarmonico simon bolivar - sede a; cerca a estacion de transmilenio portal de suba; vias de acceso por la calle 141 y carrera 100a.	habi.co	2024-09-03 23:46:50.032	2024-09-03 23:46:50.032	https://habi.co/page-data/venta-apartamentos/19249352874/sua-1---apartamento-venta-flores-suba/page-data.json	NaN	NaN	NaN	NaN	NaN	NaN	0.0	0.0	1.0	0.0	False	SUBA	LOS TEJARES DE SUBA (PREDIO)	La Campiña	120.16	1	PARQUE ZONAL BELLAVISTA DINDALITO	631.25	0
43010	66d86ebfceda690e85512f62	MC5206960	APARTAMENTO	VENTA	3.300000e+08	90.00	3.0	2.0	112000.0	0.0	LA SOLEDAD	4.0	MAS DE 20 ANOS	4.630547	-74.079590	NaN	!oportunidad! apartamento de 90m2 con excelente ubicacion para remodelacion o inversion, cerca de universidades, park way, restaurantes, con facil acceso y transporte. el apartamento cuenta con una amplia sala comedor con vista exterior muy iluminado, una cocina tipo corredor, cuarto de servicio que conecta con el bano social, tres amplias habitaciones que comparten un bano en su corredor, adicionalmente, el apartamento cuenta con parqueaderos comunales, primer piso exterior sobre la carrera 30	metrocuadrado.com	2024-09-03 23:48:31.409	2024-09-03 23:48:31.409	NaN	NaN	USADO	NaN	NaN	NaN	NaN	0.0	0.0	0.0	0.0	False	TEUSAQUILLO	LAS AMERICAS	AV. ElDorado	33.21	1	PARQUE METROPOLITANO EL RENACIMIENTO - PARQUE CEMENTERIO CENTRAL	1211.62	0
43011	66d86ebfceda690e85512f63	MC5203688	APARTAMENTO	VENTA	1.280000e+09	157.00	3.0	3.0	1050000.0	3.0	SANTA BARBARA	6.0	MAS DE 20 ANOS	4.702636	-74.027180	NaN	vendo hermoso apartamento en altos de bella suiza , con area de 157 metros, tercer piso, tres habitaciones, estudio, sala y comedor independiente, tres banos, calentador a gas, cocina integral con lavavajillas electrico y triturador de alimentos, estufa a gas, dos balcones/terrazas, tres parqueaderos, dos depositos : cancha de tenis, gimnasio, canchas de squash, salon social, parque de ninos, cancha de basketball, conjunto cerrado y vigilado. excelente ubicacion.	metrocuadrado.com	2024-09-03 23:48:43.985	2024-09-03 23:48:43.985	NaN	NaN	USADO	NaN	NaN	NaN	NaN	0.0	1.0	0.0	0.0	False	USAQUEN	S.C. SAN NORTE	Calle 127	3005.88	0	PARQUE METROPOLITANO EL COUNTRY	1269.56	0
43012	66d86ebfceda690e85512f64	MC4721977	APARTAMENTO	VENTA	4.980000e+08	84.34	3.0	2.0	287000.0	1.0	KENNEDY	4.0	ENTRE 10 Y 20 ANOS	4.620531	-74.130990	NaN	vista exterior piso 11, conjunto club house, piscina, tienda, cancha multiple, salon cafe, gimnasio, golfito, plazoletas, zonas juegos ninos, salones comunales, terraza bbq. puerta ppal de seguridad - rodeado de vias principales transmilenio americas, transmilenio av 68, boyaca, 1ero. mayo, cerca a c.c. plaza de las americas, parque mundo aventura, sao, home sentry, multiplex cine colombia	metrocuadrado.com	2024-09-03 23:49:02.032	2024-09-03 23:49:02.032	NaN	NaN	USADO	NaN	NaN	NaN	NaN	0.0	1.0	0.0	1.0	False	KENNEDY	HIPOTECHO OCCIDENTAL II	Marsella	1022.07	0	PARQUE ZONAL LA IGUALDAD	648.01	0

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